SlideShare a Scribd company logo
1 of 33
Download to read offline
1	
  
— 
— 
— 
— 
— 


      2	
  
3	
  
 



 
 




        4	
  
— 
— 
— 




      5	
  
— 
      — 
— 
      — 



            6	
  
— 
— 
— 
— 
— 


      7	
  
directly captures a large raw signal and a smalle
                                                                                                                                                                         There is a trade-off between having a larger L va
                                                                                                                                                                           8	
  



nergy con-
ction 6 de-
                                                             To Sensor Node




cluding re-
                                                   Error
                                     PPS




                                                                                          Figure 2. Schematic for wireless power line clock synchronization module.




 vely in the
  sented the
dering in a
                                                                                                                                                                      hence losing energy.
   for order-
                                                              OPA333




ng devices.
a common
most com-
  Time Pro-
                   Gain




   averaging
                   Amp




  vers to set
 es a clock-    Figure 1. AC power-line EM receiver (Syntonistor




                                                                                                                                                                       from AC power lines. The primary challenge in
                                                                                                                                                                      n was amplifying a signal, which is typically on the
                                                                                                                                                                       ens of micro-volts while rejecting noise. The cir-
 ins contin-    to a coin.


                                                                              OPA2369-2
                               10K

                                       Vbias


  tly behind
                           10µF




  o seconds
e a similar     Global Positioning System (GPS) uses precise clock
 wly adjust     chronization derived from satellite transmissions for
                      INA333




                                            Vcc
 ge time of     ization. GPS time receivers have commonly been u




                                                                              50K
                                                           50K
                sources for NTP servers. The Radio Data System (RDS


                                       15µF
k synchro-      the sidebands on standard FM radio transmissions to e
 networks.      data including the time. These receivers typically con




                                               470mH
 urate syn-     too much energy for use on a node-by-node basis in
y overhead      sor network and in the case of GPS and WWVB requ




                        Vcc
nchroniza-      rect line of sight with the sky. The RT-Link [20] pr




                                                       2M
                                       2M
 d between      uses a carrier current AM radio transmitter to send
s. This ap-     time beacons to sensor nodes. The system uses a buil
g jitter as-    wiring infrastructure as an antenna to broadcast an AM
directly captures a large raw signal and a smalle
                                                                                                                                                                         There is a trade-off between having a larger L va
                                                                                                                                                                           9	
  



nergy con-
ction 6 de-
                                                             To Sensor Node




cluding re-
                                                   Error
                                     PPS




                                                                                          Figure 2. Schematic for wireless power line clock synchronization module.




 vely in the
  sented the
dering in a
                                                                                                                                                                      hence losing energy.
   for order-
                                                              OPA333




ng devices.
a common
most com-
  Time Pro-
                   Gain




   averaging
                   Amp




  vers to set
 es a clock-    Figure 1. AC power-line EM receiver (Syntonistor




                                                                                                                                                                       from AC power lines. The primary challenge in
                                                                                                                                                                      n was amplifying a signal, which is typically on the
                                                                                                                                                                       ens of micro-volts while rejecting noise. The cir-
 ins contin-    to a coin.


                                                                              OPA2369-2
                               10K

                                       Vbias


  tly behind
                           10µF




  o seconds
e a similar     Global Positioning System (GPS) uses precise clock
 wly adjust     chronization derived from satellite transmissions for
                      INA333




                                            Vcc
 ge time of     ization. GPS time receivers have commonly been u




                                                                              50K
                                                           50K
                sources for NTP servers. The Radio Data System (RDS


                                       15µF
k synchro-      the sidebands on standard FM radio transmissions to e
 networks.      data including the time. These receivers typically con




                                               470mH
 urate syn-     too much energy for use on a node-by-node basis in
y overhead      sor network and in the case of GPS and WWVB requ




                        Vcc
nchroniza-      rect line of sight with the sky. The RT-Link [20] pr




                                                       2M
                                       2M
 d between      uses a carrier current AM radio transmitter to send
s. This ap-     time beacons to sensor nodes. The system uses a buil
g jitter as-    wiring infrastructure as an antenna to broadcast an AM
directly captures a large raw signal and a smalle
                                                                                                                                                                         There is a trade-off between having a larger L va
                                                                                                                                                                           10	
  



nergy con-
ction 6 de-
                                                             To Sensor Node




cluding re-
                                                   Error
                                     PPS




                                                                                          Figure 2. Schematic for wireless power line clock synchronization module.




 vely in the
  sented the
dering in a
                                                                                                                                                                      hence losing energy.
   for order-
                                                              OPA333




ng devices.
a common
most com-
  Time Pro-
                   Gain




   averaging
                   Amp




  vers to set
 es a clock-    Figure 1. AC power-line EM receiver (Syntonistor




                                                                                                                                                                       from AC power lines. The primary challenge in
                                                                                                                                                                      n was amplifying a signal, which is typically on the
                                                                                                                                                                       ens of micro-volts while rejecting noise. The cir-
 ins contin-    to a coin.


                                                                              OPA2369-2
                               10K

                                       Vbias


  tly behind
                           10µF




  o seconds
e a similar     Global Positioning System (GPS) uses precise clock
 wly adjust     chronization derived from satellite transmissions for
                      INA333




                                            Vcc
 ge time of     ization. GPS time receivers have commonly been u




                                                                              50K
                                                           50K
                sources for NTP servers. The Radio Data System (RDS


                                       15µF
k synchro-      the sidebands on standard FM radio transmissions to e
 networks.      data including the time. These receivers typically con




                                               470mH
 urate syn-     too much energy for use on a node-by-node basis in
y overhead      sor network and in the case of GPS and WWVB requ




                        Vcc
nchroniza-      rect line of sight with the sky. The RT-Link [20] pr




                                                       2M
                                       2M
 d between      uses a carrier current AM radio transmitter to send
s. This ap-     time beacons to sensor nodes. The system uses a buil
g jitter as-    wiring infrastructure as an antenna to broadcast an AM
directly captures a large raw signal and a smalle
                                                                                                                                                                         There is a trade-off between having a larger L va
                                                                                                                                                                           11	
  



nergy con-
ction 6 de-
                                                             To Sensor Node




cluding re-
                                                   Error
                                     PPS




                                                                                          Figure 2. Schematic for wireless power line clock synchronization module.




 vely in the
  sented the
dering in a
                                                                                                                                                                      hence losing energy.
   for order-
                                                              OPA333




ng devices.
a common
most com-
  Time Pro-
                   Gain




   averaging
                   Amp




  vers to set
 es a clock-    Figure 1. AC power-line EM receiver (Syntonistor




                                                                                                                                                                       from AC power lines. The primary challenge in
                                                                                                                                                                      n was amplifying a signal, which is typically on the
                                                                                                                                                                       ens of micro-volts while rejecting noise. The cir-
 ins contin-    to a coin.


                                                                              OPA2369-2
                               10K

                                       Vbias


  tly behind
                           10µF




  o seconds
e a similar     Global Positioning System (GPS) uses precise clock
 wly adjust     chronization derived from satellite transmissions for
                      INA333




                                            Vcc
 ge time of     ization. GPS time receivers have commonly been u




                                                                              50K
                                                           50K
                sources for NTP servers. The Radio Data System (RDS


                                       15µF
k synchro-      the sidebands on standard FM radio transmissions to e
 networks.      data including the time. These receivers typically con




                                               470mH
 urate syn-     too much energy for use on a node-by-node basis in
y overhead      sor network and in the case of GPS and WWVB requ




                        Vcc
nchroniza-      rect line of sight with the sky. The RT-Link [20] pr




                                                       2M
                                       2M
 d between      uses a carrier current AM radio transmitter to send
s. This ap-     time beacons to sensor nodes. The system uses a buil
g jitter as-    wiring infrastructure as an antenna to broadcast an AM
which uses resonance to amplify the inherently sm
                                                                                                                                                                     directly captures a large raw signal and a smalle
                                                                                                                                                                        There is a trade-off between having a larger L va
                                                                                                                                                                                       12	
  


s energy con-
                                                            To Sensor Node




 Section 6 de-
                                                  Error
                                    PPS




                                                                                         Figure 2. Schematic for wireless power line clock synchronization module.




concluding re-
ensively in the
                                                                                                                                                                     hence losing energy.
  presented the
   ordering in a
                                                             OPA333




hod for order-
mong devices.
 ng a common
 he most com-
                   Gain
                   Amp




 ork Time Pro-
elay averaging
  servers to set




                                                                                                                                                                      from AC power lines. The primary challenge in
                                                                                                                                                                     n was amplifying a signal, which is typically on the
                                                                                                                                                                      ens of micro-volts while rejecting noise. The cir-
                                                                                                                                                                      needs to strike the right balance between energy
                                                                             OPA2369-2
                              10K




P uses a clock-     Figure 1. AC power-line EM receiver (Syntonis
                                      Vbias



emains contin-      to a coin.
                          10µF




 lightly behind
 ks to seconds
                     INA333


 ilize a similar    Global Positioning System (GPS) uses precise c
                                           Vcc
  slowly adjust     chronization derived from satellite transmissions




                                                                             50K
                                                          50K
e edge time of      ization. GPS time receivers have commonly bee

                                      15µF
                    sources for NTP servers. The Radio Data System (R
 lock synchro-      the sidebands on standard FM radio transmissions




                                              470mH
nsor networks.      data including the time. These receivers typically
  accurate syn-     too much energy for use on a node-by-node basis



                       Vcc
 ergy overhead      sor network and in the case of GPS and WWVB r




                                                      2M
                                      2M
   synchroniza-     rect line of sight with the sky. The RT-Link [20
 nged between       uses a carrier current AM radio transmitter to se
elays. This ap-     time beacons to sensor nodes. The system uses a
directly captures a large raw signal and a smalle
                                                                                                                                                                         There is a trade-off between having a larger L va
                                                                                                                                                                           13	
  



nergy con-
ction 6 de-
                                                             To Sensor Node




cluding re-
                                                   Error
                                     PPS




                                                                                          Figure 2. Schematic for wireless power line clock synchronization module.




 vely in the
  sented the
dering in a
                                                                                                                                                                      hence losing energy.
   for order-
                                                              OPA333




ng devices.
a common
most com-
  Time Pro-
                   Gain




   averaging
                   Amp




  vers to set
 es a clock-    Figure 1. AC power-line EM receiver (Syntonistor




                                                                                                                                                                       from AC power lines. The primary challenge in
                                                                                                                                                                      n was amplifying a signal, which is typically on the
                                                                                                                                                                       ens of micro-volts while rejecting noise. The cir-
 ins contin-    to a coin.


                                                                              OPA2369-2
                               10K

                                       Vbias


  tly behind
                           10µF




  o seconds
e a similar     Global Positioning System (GPS) uses precise clock
 wly adjust     chronization derived from satellite transmissions for
                      INA333




                                            Vcc
 ge time of     ization. GPS time receivers have commonly been u




                                                                              50K
                                                           50K
                sources for NTP servers. The Radio Data System (RDS


                                       15µF
k synchro-      the sidebands on standard FM radio transmissions to e
 networks.      data including the time. These receivers typically con




                                               470mH
 urate syn-     too much energy for use on a node-by-node basis in
y overhead      sor network and in the case of GPS and WWVB requ




                        Vcc
nchroniza-      rect line of sight with the sky. The RT-Link [20] pr




                                                       2M
                                       2M
 d between      uses a carrier current AM radio transmitter to send
s. This ap-     time beacons to sensor nodes. The system uses a buil
g jitter as-    wiring infrastructure as an antenna to broadcast an AM
A similar operation is performed if no input signal is de-
tected for a long enough duration. The primary output from        initialization messages.
the PLL is a PPS signal with a 50% duty-cycle that toggles        4.1 The Protocol
whenever an internal counter is reached. This error signal            The protocol begins when a master node broa
could be due to a change in the building’s magnetic field and      message at its rising PPS edge that contains its wa
                                                                  time. The message is flooded across the network u
                                                                  CC2420 radio timestamped at the lowest level to
                                                                  uncertainty as described in [18],[16] and [17]. A
                             !"                                   timestamp to the message immediately before trans
                         (                                        removes timing uncertainty from potential radio pac
          )*+                      #$           %&'               lisions. Each sensor node maintains a timer contai
                              #,                                         • 
                                                                  amount of time that has expired since its last PPS risi
                                                                  When a node receives a clock synchronization me
                                                                         • 
                                                                  notes the timestamp of the message from the master
                                                                  as the current timestamp computed from the previo
Figure 5. Block diagram for PLL clock recovery system.            The receiving node must then record its current ph
                  &$'("
 .+*77*/,0123/4




                      &$'(
     5,6*13




                  &$'$%
                  &$'$$
                  &$'$#
                  &$'$"
                       !     "!          #!             $!              %!             &!!             &"!
                                                 )*+,-./,0123/4
                       &!
     .+*77*/,0123/4
      59:/,-;6616




                        8

                        !

                       !8




                                                                                                             14	
  
                      !&!
                         !   "!          #!             $!              %!             &!!             &"!
                                                 )*+,-./,0123/4
100       68        2.8         43             20.2

Table 1. The performance of various LC combinations.

  Component       Typical Power (µW )       Max Power (µW )
   INA333                  40                     90
   OPA2369                0.84                   1.0
   OPA333                  10                     30
  MCP4012                  1.2                    10
  PIC12F683                 5                    19.8
    Total                57.04                  150.8

Table 2. This table shows a breakdown of average power
consumed by the main hardware components.


ducing the outputs that are passed on to the host sensor node.
The PIC12F683 also operates as an auto-gain system trying
to maintain a peak-to-peak voltage coming out of the ampli-
                                                              15	
  
— 
— 
— 
— 
— 


      16	
  
Θ =460                   Θ =13

                                                                        Θ =230



                                             Θ = 16                          Θ = 400
                                                      Θ =15
                                                                      Θ = 900
                  (a)                                           (b)                                             (c)
Figure 7. Operation of initialization phase of phase offset calculation. (a) shows a set of nodes. (b) shows a spanning tree
used to determine offsets from a master clock.(c) Phase offset values between sets of nodes that can be used for error
  1.  TPSN
checking.                                                                                                    	
  
  2. 
set from its local PPS signal and subtract the communication                                                                    	
  
                                                                       the nodes are able to estimate phase offset of their local PPS
delay that was accumulated during the flooding. Figure 9                signal to that of the master. The timing diagram of the phase
  3. 
shows how message propagation delay can be reduced by
removing constant header offsets from packets and trigger-
                                                                                                                    	
  
                                                                       calculation for the topology in Figure 7(a) is shown in Fig-
                                                                       ure 8. The phase offset between the master and node i is
        phase	
  offset
ing on the start of frame delimiter provided by the CC2420
hardware. Figure 10 shows a distribution of radio pulse times
                                                                       given by Θi . For example, the phase-offset between the mas-
                                                                       ter M and node d is Θd = 230 ms as shown in Figure 8. This
recorded between a transmitter and two receivers. We see a             synchronization flooding is only required at network initial-
worst-case jitter of approximately 6µs per hop. This is con-           ization time. If new nodes join the network, they can com-
sistent with values seen by other in-band message passing              municate with existing infrastructure nodes to obtain a phase
protocols.                                                             offset. However, if a new node attempts to synchronize based
  After the flood has propagated across the network, each
node should maintain a synchronization time point as well as
                                                                       on a node which was not synchronized from the master, then
                                                                       the jitter from the EM receiver (which is significantly larger
                                                                       than that of the radio) will begin to accumulate. In this case,
                                                                                                                                       17	
  
Protocol (2 of 2)




       ! Simple


       ! MAC protocol independent

                                    18	
  
— 
— 
— 
— 
— 


      19	
  
— 
        — 
        — 
ew set of flooding time synchronization
h to low transition naturally happens the
powered on. One possible optimization
        — 
                                                                        !"#$        *+,#$,%&#$)
                                                                       %&$'(#$)
  request the phase offset based on their                   -.. /#
ice this works well, however over time                                  !"#$
                                                                                    *+,#$,%&#$)
nodes drifting with respect to the master                              %&$'(#$)

 o in and out of synchronization in lock-               2!341
                                            01         5652789:
                                                                        !"#$
                                                                          "
al Evaluation                                                          %&$'(#$)
                                                                                    *+,#$,%&#$)
                                                                                    * # %#

we will evaluate the performance of our
                                                                       *#;"
on hardware solution. We examine the                                   <$=,        >$ 51 2%,;
ons of timing jitter in the system which                             >)(,&/$)?;)
  on synchronization accuracy. We eval-
 ss of our software PLL with respect to
 and coping with noise. Using data col-
                                                 Figure 11. Experimental Setup.                 20	
  
.+*
                                                                                                     !8




                                                                                               5
                                                                                                    !&!
                                                                                                       !                 "!                    #!                $!
                                                                                                                                                         )*+,-./,0123/4
          $!              %!              &!!              &"!
                                                                                                                                        Figure 14. PLL output value a
  )*+,-./,0123/4
PLL output value and error

                                                                                        20




                                                                                        15




                                                                              Percent
                                                                                        10




                                                                                        5




                                                                                        0
                                                                                        15      15.5       16    16.5           17      17.5        18    18.5
                                                                                                                Period (milliseconds)

                                                                                                                      (a)

                                                                                        40
   18.5                                                                                                                                                           Figure 1
                                                                                        35
                                                                                                                                                                  below fo
                                                                                        30

                                                                                        25
           Figure 13. Raw input signal with filtered output signal

                                                                              Percent
                                                                                        20                                                                        the conv
           below for two different nodes.                                                                                                                         an initia
                                                                                        15
                                                                                                                                                                  plot in F
                                                                                        10
                                                                                                                                                                  cal clock
           the convergence of the PLL. We see that the error starts from                 5                                                                        higher w
                                                                                                                                                                  lines. Th
           an initial offset of -5 ms and converges closely to 0. The first               0
                                                                                         15     15.5       16    16.5           17      17.5        18    18.5
                                                                                                                                                                  adjustme
           plot in Figure 14 shows an example of how the PLL’s lo-
                                                                                                                Period (Milliseconds)

                                                                                                                     (b)                                          for the o
           cal clock converges which was initialized to a period slightly                                                                                         presente
           higher with respect to the 16.66 ms signal from the power         Figure 12. Jitter in the raw induced signal shown in (a).                            gence tim
           lines. This phenomena captures the nature of the global rate      Jitter after the PLL shown in (b).                                                   of the P
           adjustment that happens on each receiver. Convergence plots
                                                                                                                                                             21	
  
   18.5
                                                                                                                                                                  the upda
           for the other nodes in the system were similar to the one we                                                                                           verged o
           presented with slightly different starting offsets and conver-
6
                                                                                    Max. Error

                                                                                    Avg Error
                 5
                                                                                    Mean


                 4
(milliseconds)
   Phase




                 3




                 2




                 1




                 0
                  0      2000       4000      6000       8000       10000   12000       14000    16000
                                                     Time (Minutes)
                      Figure 17. Average and max synchronization error over an 11 day period.            22	
  
decrease the synchronization interval. As described by the
original authors, the following equation shows how to com-


                        200
                                                              Ideal Non−Adjusted
                        180
                                                              LPL−CSMA Rate Adjusted
                        160                                   Syntonistor Hardware
   Average Power (uW)




                        140

                        120

                        100

                         80

                         60

                         40

                         20

                          0
                           0   1   2      3    4     5    6      7      8      9       10
                                       Synchronization Accuracy (ms)

                                                 23	
  
Figure 18. Energy comparison between hardware syn-
— 
— 
— 
— 
— 


      24	
  
— 

      — 
      — 

— 
      — 




            25	
  
26	
  
wide range of possible inductor and capacitor                       MCP4012
s                                                                   PIC12F683
                                                                      Total

                                                                 Table 2. This table show
                                                                 consumed by the main
   not saturating in the presence of
                             1
                  r=
processor mustffilter the incoming
                            √                               (1)
  le pulse per second (PPS) output
                         2π LC
  use for synchronization purposes.
y output so as to not unnecessar-                                      ducing the outputs that ar
                            
node. Finally, the processor must                                      The PIC12F683 also ope
                          1 L
ects that the signal is no longer re-
                                                                       to maintain a peak-to-pe
                 Q=
 f this section, we will discuss the                        (2)
  achieve these goals. R       C                                       fier well below saturatio
ference from the environment                                           values. The peak-to-peak
 nt of noise in the raw signal re-
                             1
vide an in-depth evaluation of this                                    of change in auto-gain
                  fc =
 nds to suffer from jitter as well as                       (3)        determining the strength
                          2πRC
 reception. Filtering such a signal
over a clock is commonly solved                                        from the second stage am
gnal is further amplified through a second stage
op (PLL). A PLL will generate its                                      amp configured as a zero
A369 micro-power op-amp. A second OPA369 attached to a FireFly node. the OP
 eriod that increases or decreases
                                       Figure 6. The Syntonistor       sumes less power,
hase difference between its local
he samewhich package) is used to create a low-
The rate at
               IC the local clock is                                   the zero-crossing detecto
oltage to center theprob- Hz hence should be used toto the protocol that it may an op-amp i
t signal is a classical control 60      signal helping alert
n the linear operating range of the amplifier.
 plemented a proportional-integral                                                     27	
  
                                                                       slew rate of need to
                                      re-synchronize with the network. sumption where lower p
L       C          R        Q        Test Signal
 (mH)    (µF)      (Ohms)    Factor    Response (mV )
 15000    0.47      1000      5.67          464
  1500    4.7        40       14.1          202
  320      22        10       12.1          113
  220      30        15        5.7           18
  470      15        600       0.5           20
  100      68        2.8       43          20.2

Table 1. The performance of various LC combinations.

 Component       Typical Power (µW )   Max Power (µW )28	
  
Figure 3. A wide range of possible inductor and capacitor29	
  
of the OPA369 to one of 64 different levels. The output                                             spon
from the OPA369 is passed directly to an analog input on a                                          high
PIC12F683 micro-controller. The PIC12F683 runs all of the                                           timi
firmware, described in the next section, responsible for pro-                                        fina
                                                                                                    cess
                                                                                                    sum
                                                                                                    the
                              −4
                           x 10
                     1.2

                                                                                                    base
                                                                                   100 mH
                                                                                   470 mH
                      1                                                                             stren
                                                                                                    GPI
                     0.8                                                                            the n
   Voltage (Volts)




                     0.6
                                                                                                    3.2
                                                                                                       T
                     0.4
                                                                                                    trem
                                                                                                    just
                     0.2
                                                                                                    scar
                                                                                                    activ
                      0
                                                                                                    at 2
                       0           100   200   300   400   500   600   700   800   900   1000
                                                                                                    sible
                                                     Frequency (Hz)
                                                                                                    adju
                      Figure 4. Two different frequency responses                               30	
  
                                                                                                    ensu
from the PPS signal at each node, which should not accumu
late over each hop. The phase offset of a node at the nth hop
φn , is given by:

         φn = Θn + δEM + (n · δradio ) + (n · trelay · ρ)
                                                                 (4
       ⇒ εn = δEM + (n · δradio ) + (n · trelay · ρ)
where Θn denotes the actual phase offset of the node from
the master, trelay is the time taken by each node to forward
the beacon, ρ is the clock drift rate, and δEM and δradio are




                                                            31	
  
30
%/()3 %/

                           25
%'()* %+',

%'()- %.,/              20
                 Percent




%0()1 %'2               15


%0()5 %06/              10

%6()4 %+.//
                           5

%6()7 %+8//
                            0
                           −15      −10     −5              0            5   10   15
%6()9 %'6                                     Jitter (microseconds)

                 Figure 10. Jitter time between four CC2420 receivers
                 capturing the same transmission.
hase of var-

                           • Scalability:                                              32	
  
nodes
as the maximum pair-wise error between any two nodes. We                hardw
see the average error bound to within 2 ms and the worst-               CC24
case error bound to within 6 ms. These data are also cap-                  We
tured in Figure 16 showing the distribution of error. During            of me
                                                                        drifte
                                                                        To ac
          100
                                                                        that e
                                                         Average
                                                         Peak           sage a
           80
                                                                        tion in
                                                                        the m
           60
                                                                        aging
Percent




                                                                        As the
           40
                                                                        must
                                                                        shows
           20                                                           tocol
                                                                        and a
            0
             0   1    2           3              4   5             6
                          Phase (milliseconds)

Figure 16. CDF of the average and max synchronization
error.                                                                      Fig
                                                                       33	
  

More Related Content

What's hot

IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD Editor
 
Master thesis presentation
Master thesis presentationMaster thesis presentation
Master thesis presentationMayur Sarode
 
RF to dc generator
RF to  dc generatorRF to  dc generator
RF to dc generatorqureshiamin
 
A CMOS Low Voltage Folded Cascode LNA for Wideband Applications
A CMOS Low Voltage Folded Cascode LNA for Wideband ApplicationsA CMOS Low Voltage Folded Cascode LNA for Wideband Applications
A CMOS Low Voltage Folded Cascode LNA for Wideband ApplicationsRFIC-IUMA
 
High Efficiency LDMOS Technology for UMTS base stations_journal
High Efficiency LDMOS Technology for UMTS base stations_journalHigh Efficiency LDMOS Technology for UMTS base stations_journal
High Efficiency LDMOS Technology for UMTS base stations_journalSteven Theeuwen
 
50W single-mode linearly polarized high peak power pulsed fiber laser
50W single-mode linearly polarized high peak power pulsed fiber laser50W single-mode linearly polarized high peak power pulsed fiber laser
50W single-mode linearly polarized high peak power pulsed fiber lasernufchas
 
PhoXtal APOC 2008 Presentation 081029
PhoXtal APOC 2008 Presentation 081029PhoXtal APOC 2008 Presentation 081029
PhoXtal APOC 2008 Presentation 081029CSilfvenius
 
Electronic devices-and-circuit-theory-10th-ed-boylestad-chapter-9
Electronic devices-and-circuit-theory-10th-ed-boylestad-chapter-9Electronic devices-and-circuit-theory-10th-ed-boylestad-chapter-9
Electronic devices-and-circuit-theory-10th-ed-boylestad-chapter-9Shiwam Isrie
 
A high efficiency BPSK receiver for short range wireless network
A high efficiency BPSK receiver for short range wireless networkA high efficiency BPSK receiver for short range wireless network
A high efficiency BPSK receiver for short range wireless networkTELKOMNIKA JOURNAL
 
A 3-10 GHz SiGe LNA for Ultrawideband Applications
A 3-10 GHz SiGe LNA for Ultrawideband ApplicationsA 3-10 GHz SiGe LNA for Ultrawideband Applications
A 3-10 GHz SiGe LNA for Ultrawideband ApplicationsRFIC-IUMA
 
ESS-Bilbao Initiative Workshop. PSI experience with high power beam handling,...
ESS-Bilbao Initiative Workshop. PSI experience with high power beam handling,...ESS-Bilbao Initiative Workshop. PSI experience with high power beam handling,...
ESS-Bilbao Initiative Workshop. PSI experience with high power beam handling,...ESS BILBAO
 

What's hot (20)

Caballero
CaballeroCaballero
Caballero
 
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
 
Frequency response
Frequency responseFrequency response
Frequency response
 
Beginner
BeginnerBeginner
Beginner
 
Master thesis presentation
Master thesis presentationMaster thesis presentation
Master thesis presentation
 
G0514551
G0514551G0514551
G0514551
 
RF to dc generator
RF to  dc generatorRF to  dc generator
RF to dc generator
 
A CMOS Low Voltage Folded Cascode LNA for Wideband Applications
A CMOS Low Voltage Folded Cascode LNA for Wideband ApplicationsA CMOS Low Voltage Folded Cascode LNA for Wideband Applications
A CMOS Low Voltage Folded Cascode LNA for Wideband Applications
 
High Efficiency LDMOS Technology for UMTS base stations_journal
High Efficiency LDMOS Technology for UMTS base stations_journalHigh Efficiency LDMOS Technology for UMTS base stations_journal
High Efficiency LDMOS Technology for UMTS base stations_journal
 
50W single-mode linearly polarized high peak power pulsed fiber laser
50W single-mode linearly polarized high peak power pulsed fiber laser50W single-mode linearly polarized high peak power pulsed fiber laser
50W single-mode linearly polarized high peak power pulsed fiber laser
 
Bi32385391
Bi32385391Bi32385391
Bi32385391
 
PhoXtal APOC 2008 Presentation 081029
PhoXtal APOC 2008 Presentation 081029PhoXtal APOC 2008 Presentation 081029
PhoXtal APOC 2008 Presentation 081029
 
Pv lez 6
Pv lez 6Pv lez 6
Pv lez 6
 
Electronic devices-and-circuit-theory-10th-ed-boylestad-chapter-9
Electronic devices-and-circuit-theory-10th-ed-boylestad-chapter-9Electronic devices-and-circuit-theory-10th-ed-boylestad-chapter-9
Electronic devices-and-circuit-theory-10th-ed-boylestad-chapter-9
 
A high efficiency BPSK receiver for short range wireless network
A high efficiency BPSK receiver for short range wireless networkA high efficiency BPSK receiver for short range wireless network
A high efficiency BPSK receiver for short range wireless network
 
Ia ec200-c-r1
Ia ec200-c-r1Ia ec200-c-r1
Ia ec200-c-r1
 
Hw2514161420
Hw2514161420Hw2514161420
Hw2514161420
 
A 3-10 GHz SiGe LNA for Ultrawideband Applications
A 3-10 GHz SiGe LNA for Ultrawideband ApplicationsA 3-10 GHz SiGe LNA for Ultrawideband Applications
A 3-10 GHz SiGe LNA for Ultrawideband Applications
 
ESS-Bilbao Initiative Workshop. PSI experience with high power beam handling,...
ESS-Bilbao Initiative Workshop. PSI experience with high power beam handling,...ESS-Bilbao Initiative Workshop. PSI experience with high power beam handling,...
ESS-Bilbao Initiative Workshop. PSI experience with high power beam handling,...
 
Thottuvelil
ThottuvelilThottuvelil
Thottuvelil
 

Viewers also liked

Samples of Awareness Creation Posters
Samples of Awareness Creation PostersSamples of Awareness Creation Posters
Samples of Awareness Creation Postersjobdegraaf
 
Tourism management faculty veracruz
Tourism management faculty veracruzTourism management faculty veracruz
Tourism management faculty veracruzfolken_black
 
Well Paid Audiences
Well Paid AudiencesWell Paid Audiences
Well Paid Audiencesjobdegraaf
 
[Tek] 바람직한 인터넷 산업 규제정책 20160706 구태언
[Tek] 바람직한 인터넷 산업 규제정책 20160706 구태언[Tek] 바람직한 인터넷 산업 규제정책 20160706 구태언
[Tek] 바람직한 인터넷 산업 규제정책 20160706 구태언TEK & LAW, LLP
 
Introduction to computer (bus 123) lecture i ib
Introduction to computer (bus 123) lecture i ibIntroduction to computer (bus 123) lecture i ib
Introduction to computer (bus 123) lecture i ibSamuel Olutuase
 
Lp serv.mantto.conservacion inm
Lp serv.mantto.conservacion inmLp serv.mantto.conservacion inm
Lp serv.mantto.conservacion inmfolken_black
 
Iuavcamp - Building Information Modeling (BIM) in Autodesk
Iuavcamp - Building Information Modeling (BIM)in AutodeskIuavcamp - Building Information Modeling (BIM)in Autodesk
Iuavcamp - Building Information Modeling (BIM) in Autodeskmauro_gardin-272228
 
Lpservicios diversos
Lpservicios diversosLpservicios diversos
Lpservicios diversosfolken_black
 

Viewers also liked (11)

Samples of Awareness Creation Posters
Samples of Awareness Creation PostersSamples of Awareness Creation Posters
Samples of Awareness Creation Posters
 
seni kraft
seni kraftseni kraft
seni kraft
 
Tourism management faculty veracruz
Tourism management faculty veracruzTourism management faculty veracruz
Tourism management faculty veracruz
 
Well Paid Audiences
Well Paid AudiencesWell Paid Audiences
Well Paid Audiences
 
Torres gastelu 1
Torres gastelu 1Torres gastelu 1
Torres gastelu 1
 
Derivadas
DerivadasDerivadas
Derivadas
 
[Tek] 바람직한 인터넷 산업 규제정책 20160706 구태언
[Tek] 바람직한 인터넷 산업 규제정책 20160706 구태언[Tek] 바람직한 인터넷 산업 규제정책 20160706 구태언
[Tek] 바람직한 인터넷 산업 규제정책 20160706 구태언
 
Introduction to computer (bus 123) lecture i ib
Introduction to computer (bus 123) lecture i ibIntroduction to computer (bus 123) lecture i ib
Introduction to computer (bus 123) lecture i ib
 
Lp serv.mantto.conservacion inm
Lp serv.mantto.conservacion inmLp serv.mantto.conservacion inm
Lp serv.mantto.conservacion inm
 
Iuavcamp - Building Information Modeling (BIM) in Autodesk
Iuavcamp - Building Information Modeling (BIM)in AutodeskIuavcamp - Building Information Modeling (BIM)in Autodesk
Iuavcamp - Building Information Modeling (BIM) in Autodesk
 
Lpservicios diversos
Lpservicios diversosLpservicios diversos
Lpservicios diversos
 

Similar to Sasaki_M1GP

A Control Methodology
A Control MethodologyA Control Methodology
A Control Methodologyguestfe8938
 
An Explicit Approach for Dynamic Power Evaluation for Deep submicron Global I...
An Explicit Approach for Dynamic Power Evaluation for Deep submicron Global I...An Explicit Approach for Dynamic Power Evaluation for Deep submicron Global I...
An Explicit Approach for Dynamic Power Evaluation for Deep submicron Global I...IDES Editor
 
Performance of spread spectrum system
Performance of spread spectrum systemPerformance of spread spectrum system
Performance of spread spectrum systemNanhen Verma
 
Wireless Sensor Grids Energy Efficiency Enrichment Using Quorum Techniques
Wireless Sensor Grids Energy Efficiency Enrichment Using Quorum TechniquesWireless Sensor Grids Energy Efficiency Enrichment Using Quorum Techniques
Wireless Sensor Grids Energy Efficiency Enrichment Using Quorum TechniquesIOSR Journals
 
A New Ultra Low-Power and Noise Tolerant Circuit Technique for CMOS Domino Logic
A New Ultra Low-Power and Noise Tolerant Circuit Technique for CMOS Domino LogicA New Ultra Low-Power and Noise Tolerant Circuit Technique for CMOS Domino Logic
A New Ultra Low-Power and Noise Tolerant Circuit Technique for CMOS Domino LogicIDES Editor
 
Novel readout chain for imaging calorimetery
Novel readout chain for imaging calorimeteryNovel readout chain for imaging calorimetery
Novel readout chain for imaging calorimeteryeguliyev
 
Impact resonances-low-voltage-grid
Impact resonances-low-voltage-gridImpact resonances-low-voltage-grid
Impact resonances-low-voltage-gridLeonardo ENERGY
 
Synched E Harvesting Wireless Sensors For Sensors Expo 2009 Dist
Synched E Harvesting Wireless Sensors For Sensors Expo 2009 DistSynched E Harvesting Wireless Sensors For Sensors Expo 2009 Dist
Synched E Harvesting Wireless Sensors For Sensors Expo 2009 Distswarms_2009
 
Wireless power theft monitoring
Wireless power theft monitoring Wireless power theft monitoring
Wireless power theft monitoring Naqeeb Ullah Kakar
 
Light Triggering Thyristor for HVDC and other Applications
Light Triggering Thyristor for HVDC and other ApplicationsLight Triggering Thyristor for HVDC and other Applications
Light Triggering Thyristor for HVDC and other ApplicationsIDES Editor
 

Similar to Sasaki_M1GP (20)

Mac
MacMac
Mac
 
A Control Methodology
A Control MethodologyA Control Methodology
A Control Methodology
 
An Explicit Approach for Dynamic Power Evaluation for Deep submicron Global I...
An Explicit Approach for Dynamic Power Evaluation for Deep submicron Global I...An Explicit Approach for Dynamic Power Evaluation for Deep submicron Global I...
An Explicit Approach for Dynamic Power Evaluation for Deep submicron Global I...
 
Performance of spread spectrum system
Performance of spread spectrum systemPerformance of spread spectrum system
Performance of spread spectrum system
 
G017164448
G017164448G017164448
G017164448
 
Wireless Sensor Grids Energy Efficiency Enrichment Using Quorum Techniques
Wireless Sensor Grids Energy Efficiency Enrichment Using Quorum TechniquesWireless Sensor Grids Energy Efficiency Enrichment Using Quorum Techniques
Wireless Sensor Grids Energy Efficiency Enrichment Using Quorum Techniques
 
B1102030610
B1102030610B1102030610
B1102030610
 
A New Ultra Low-Power and Noise Tolerant Circuit Technique for CMOS Domino Logic
A New Ultra Low-Power and Noise Tolerant Circuit Technique for CMOS Domino LogicA New Ultra Low-Power and Noise Tolerant Circuit Technique for CMOS Domino Logic
A New Ultra Low-Power and Noise Tolerant Circuit Technique for CMOS Domino Logic
 
Novel readout chain for imaging calorimetery
Novel readout chain for imaging calorimeteryNovel readout chain for imaging calorimetery
Novel readout chain for imaging calorimetery
 
Impact resonances-low-voltage-grid
Impact resonances-low-voltage-gridImpact resonances-low-voltage-grid
Impact resonances-low-voltage-grid
 
Synched E Harvesting Wireless Sensors For Sensors Expo 2009 Dist
Synched E Harvesting Wireless Sensors For Sensors Expo 2009 DistSynched E Harvesting Wireless Sensors For Sensors Expo 2009 Dist
Synched E Harvesting Wireless Sensors For Sensors Expo 2009 Dist
 
Tech seminar
Tech seminarTech seminar
Tech seminar
 
An03 dws
An03 dwsAn03 dws
An03 dws
 
Bi25356363
Bi25356363Bi25356363
Bi25356363
 
00103262
0010326200103262
00103262
 
Electronics i ii razavi
Electronics i ii razaviElectronics i ii razavi
Electronics i ii razavi
 
International Journal of Engineering Inventions (IJEI)
International Journal of Engineering Inventions (IJEI)International Journal of Engineering Inventions (IJEI)
International Journal of Engineering Inventions (IJEI)
 
Wireless power theft monitoring
Wireless power theft monitoring Wireless power theft monitoring
Wireless power theft monitoring
 
Light Triggering Thyristor for HVDC and other Applications
Light Triggering Thyristor for HVDC and other ApplicationsLight Triggering Thyristor for HVDC and other Applications
Light Triggering Thyristor for HVDC and other Applications
 
00798333
0079833300798333
00798333
 

Recently uploaded

2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis UsageNeil Kimberley
 
Sales & Marketing Alignment: How to Synergize for Success
Sales & Marketing Alignment: How to Synergize for SuccessSales & Marketing Alignment: How to Synergize for Success
Sales & Marketing Alignment: How to Synergize for SuccessAggregage
 
Keppel Ltd. 1Q 2024 Business Update Presentation Slides
Keppel Ltd. 1Q 2024 Business Update  Presentation SlidesKeppel Ltd. 1Q 2024 Business Update  Presentation Slides
Keppel Ltd. 1Q 2024 Business Update Presentation SlidesKeppelCorporation
 
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service JamshedpurVIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service JamshedpurSuhani Kapoor
 
Grateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfGrateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfPaul Menig
 
Insurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usageInsurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usageMatteo Carbone
 
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,noida100girls
 
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...lizamodels9
 
VIP Call Girls Pune Kirti 8617697112 Independent Escort Service Pune
VIP Call Girls Pune Kirti 8617697112 Independent Escort Service PuneVIP Call Girls Pune Kirti 8617697112 Independent Escort Service Pune
VIP Call Girls Pune Kirti 8617697112 Independent Escort Service PuneCall girls in Ahmedabad High profile
 
The CMO Survey - Highlights and Insights Report - Spring 2024
The CMO Survey - Highlights and Insights Report - Spring 2024The CMO Survey - Highlights and Insights Report - Spring 2024
The CMO Survey - Highlights and Insights Report - Spring 2024christinemoorman
 
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...lizamodels9
 
Eni 2024 1Q Results - 24.04.24 business.
Eni 2024 1Q Results - 24.04.24 business.Eni 2024 1Q Results - 24.04.24 business.
Eni 2024 1Q Results - 24.04.24 business.Eni
 
GD Birla and his contribution in management
GD Birla and his contribution in managementGD Birla and his contribution in management
GD Birla and his contribution in managementchhavia330
 
Pharma Works Profile of Karan Communications
Pharma Works Profile of Karan CommunicationsPharma Works Profile of Karan Communications
Pharma Works Profile of Karan Communicationskarancommunications
 
RE Capital's Visionary Leadership under Newman Leech
RE Capital's Visionary Leadership under Newman LeechRE Capital's Visionary Leadership under Newman Leech
RE Capital's Visionary Leadership under Newman LeechNewman George Leech
 
Call Girls in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Servicediscovermytutordmt
 
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...lizamodels9
 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A  SALESMAN / WOMANA DAY IN THE LIFE OF A  SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMANIlamathiKannappan
 
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,noida100girls
 

Recently uploaded (20)

2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage
 
Sales & Marketing Alignment: How to Synergize for Success
Sales & Marketing Alignment: How to Synergize for SuccessSales & Marketing Alignment: How to Synergize for Success
Sales & Marketing Alignment: How to Synergize for Success
 
KestrelPro Flyer Japan IT Week 2024 (English)
KestrelPro Flyer Japan IT Week 2024 (English)KestrelPro Flyer Japan IT Week 2024 (English)
KestrelPro Flyer Japan IT Week 2024 (English)
 
Keppel Ltd. 1Q 2024 Business Update Presentation Slides
Keppel Ltd. 1Q 2024 Business Update  Presentation SlidesKeppel Ltd. 1Q 2024 Business Update  Presentation Slides
Keppel Ltd. 1Q 2024 Business Update Presentation Slides
 
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service JamshedpurVIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
 
Grateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfGrateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdf
 
Insurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usageInsurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usage
 
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
 
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...
 
VIP Call Girls Pune Kirti 8617697112 Independent Escort Service Pune
VIP Call Girls Pune Kirti 8617697112 Independent Escort Service PuneVIP Call Girls Pune Kirti 8617697112 Independent Escort Service Pune
VIP Call Girls Pune Kirti 8617697112 Independent Escort Service Pune
 
The CMO Survey - Highlights and Insights Report - Spring 2024
The CMO Survey - Highlights and Insights Report - Spring 2024The CMO Survey - Highlights and Insights Report - Spring 2024
The CMO Survey - Highlights and Insights Report - Spring 2024
 
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
 
Eni 2024 1Q Results - 24.04.24 business.
Eni 2024 1Q Results - 24.04.24 business.Eni 2024 1Q Results - 24.04.24 business.
Eni 2024 1Q Results - 24.04.24 business.
 
GD Birla and his contribution in management
GD Birla and his contribution in managementGD Birla and his contribution in management
GD Birla and his contribution in management
 
Pharma Works Profile of Karan Communications
Pharma Works Profile of Karan CommunicationsPharma Works Profile of Karan Communications
Pharma Works Profile of Karan Communications
 
RE Capital's Visionary Leadership under Newman Leech
RE Capital's Visionary Leadership under Newman LeechRE Capital's Visionary Leadership under Newman Leech
RE Capital's Visionary Leadership under Newman Leech
 
Call Girls in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Service
 
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...
 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A  SALESMAN / WOMANA DAY IN THE LIFE OF A  SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMAN
 
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
 

Sasaki_M1GP

  • 4.       4  
  • 6. —  —  —  —  6  
  • 8. directly captures a large raw signal and a smalle There is a trade-off between having a larger L va 8   nergy con- ction 6 de- To Sensor Node cluding re- Error PPS Figure 2. Schematic for wireless power line clock synchronization module. vely in the sented the dering in a hence losing energy. for order- OPA333 ng devices. a common most com- Time Pro- Gain averaging Amp vers to set es a clock- Figure 1. AC power-line EM receiver (Syntonistor from AC power lines. The primary challenge in n was amplifying a signal, which is typically on the ens of micro-volts while rejecting noise. The cir- ins contin- to a coin. OPA2369-2 10K Vbias tly behind 10µF o seconds e a similar Global Positioning System (GPS) uses precise clock wly adjust chronization derived from satellite transmissions for INA333 Vcc ge time of ization. GPS time receivers have commonly been u 50K 50K sources for NTP servers. The Radio Data System (RDS 15µF k synchro- the sidebands on standard FM radio transmissions to e networks. data including the time. These receivers typically con 470mH urate syn- too much energy for use on a node-by-node basis in y overhead sor network and in the case of GPS and WWVB requ Vcc nchroniza- rect line of sight with the sky. The RT-Link [20] pr 2M 2M d between uses a carrier current AM radio transmitter to send s. This ap- time beacons to sensor nodes. The system uses a buil g jitter as- wiring infrastructure as an antenna to broadcast an AM
  • 9. directly captures a large raw signal and a smalle There is a trade-off between having a larger L va 9   nergy con- ction 6 de- To Sensor Node cluding re- Error PPS Figure 2. Schematic for wireless power line clock synchronization module. vely in the sented the dering in a hence losing energy. for order- OPA333 ng devices. a common most com- Time Pro- Gain averaging Amp vers to set es a clock- Figure 1. AC power-line EM receiver (Syntonistor from AC power lines. The primary challenge in n was amplifying a signal, which is typically on the ens of micro-volts while rejecting noise. The cir- ins contin- to a coin. OPA2369-2 10K Vbias tly behind 10µF o seconds e a similar Global Positioning System (GPS) uses precise clock wly adjust chronization derived from satellite transmissions for INA333 Vcc ge time of ization. GPS time receivers have commonly been u 50K 50K sources for NTP servers. The Radio Data System (RDS 15µF k synchro- the sidebands on standard FM radio transmissions to e networks. data including the time. These receivers typically con 470mH urate syn- too much energy for use on a node-by-node basis in y overhead sor network and in the case of GPS and WWVB requ Vcc nchroniza- rect line of sight with the sky. The RT-Link [20] pr 2M 2M d between uses a carrier current AM radio transmitter to send s. This ap- time beacons to sensor nodes. The system uses a buil g jitter as- wiring infrastructure as an antenna to broadcast an AM
  • 10. directly captures a large raw signal and a smalle There is a trade-off between having a larger L va 10   nergy con- ction 6 de- To Sensor Node cluding re- Error PPS Figure 2. Schematic for wireless power line clock synchronization module. vely in the sented the dering in a hence losing energy. for order- OPA333 ng devices. a common most com- Time Pro- Gain averaging Amp vers to set es a clock- Figure 1. AC power-line EM receiver (Syntonistor from AC power lines. The primary challenge in n was amplifying a signal, which is typically on the ens of micro-volts while rejecting noise. The cir- ins contin- to a coin. OPA2369-2 10K Vbias tly behind 10µF o seconds e a similar Global Positioning System (GPS) uses precise clock wly adjust chronization derived from satellite transmissions for INA333 Vcc ge time of ization. GPS time receivers have commonly been u 50K 50K sources for NTP servers. The Radio Data System (RDS 15µF k synchro- the sidebands on standard FM radio transmissions to e networks. data including the time. These receivers typically con 470mH urate syn- too much energy for use on a node-by-node basis in y overhead sor network and in the case of GPS and WWVB requ Vcc nchroniza- rect line of sight with the sky. The RT-Link [20] pr 2M 2M d between uses a carrier current AM radio transmitter to send s. This ap- time beacons to sensor nodes. The system uses a buil g jitter as- wiring infrastructure as an antenna to broadcast an AM
  • 11. directly captures a large raw signal and a smalle There is a trade-off between having a larger L va 11   nergy con- ction 6 de- To Sensor Node cluding re- Error PPS Figure 2. Schematic for wireless power line clock synchronization module. vely in the sented the dering in a hence losing energy. for order- OPA333 ng devices. a common most com- Time Pro- Gain averaging Amp vers to set es a clock- Figure 1. AC power-line EM receiver (Syntonistor from AC power lines. The primary challenge in n was amplifying a signal, which is typically on the ens of micro-volts while rejecting noise. The cir- ins contin- to a coin. OPA2369-2 10K Vbias tly behind 10µF o seconds e a similar Global Positioning System (GPS) uses precise clock wly adjust chronization derived from satellite transmissions for INA333 Vcc ge time of ization. GPS time receivers have commonly been u 50K 50K sources for NTP servers. The Radio Data System (RDS 15µF k synchro- the sidebands on standard FM radio transmissions to e networks. data including the time. These receivers typically con 470mH urate syn- too much energy for use on a node-by-node basis in y overhead sor network and in the case of GPS and WWVB requ Vcc nchroniza- rect line of sight with the sky. The RT-Link [20] pr 2M 2M d between uses a carrier current AM radio transmitter to send s. This ap- time beacons to sensor nodes. The system uses a buil g jitter as- wiring infrastructure as an antenna to broadcast an AM
  • 12. which uses resonance to amplify the inherently sm directly captures a large raw signal and a smalle There is a trade-off between having a larger L va 12   s energy con- To Sensor Node Section 6 de- Error PPS Figure 2. Schematic for wireless power line clock synchronization module. concluding re- ensively in the hence losing energy. presented the ordering in a OPA333 hod for order- mong devices. ng a common he most com- Gain Amp ork Time Pro- elay averaging servers to set from AC power lines. The primary challenge in n was amplifying a signal, which is typically on the ens of micro-volts while rejecting noise. The cir- needs to strike the right balance between energy OPA2369-2 10K P uses a clock- Figure 1. AC power-line EM receiver (Syntonis Vbias emains contin- to a coin. 10µF lightly behind ks to seconds INA333 ilize a similar Global Positioning System (GPS) uses precise c Vcc slowly adjust chronization derived from satellite transmissions 50K 50K e edge time of ization. GPS time receivers have commonly bee 15µF sources for NTP servers. The Radio Data System (R lock synchro- the sidebands on standard FM radio transmissions 470mH nsor networks. data including the time. These receivers typically accurate syn- too much energy for use on a node-by-node basis Vcc ergy overhead sor network and in the case of GPS and WWVB r 2M 2M synchroniza- rect line of sight with the sky. The RT-Link [20 nged between uses a carrier current AM radio transmitter to se elays. This ap- time beacons to sensor nodes. The system uses a
  • 13. directly captures a large raw signal and a smalle There is a trade-off between having a larger L va 13   nergy con- ction 6 de- To Sensor Node cluding re- Error PPS Figure 2. Schematic for wireless power line clock synchronization module. vely in the sented the dering in a hence losing energy. for order- OPA333 ng devices. a common most com- Time Pro- Gain averaging Amp vers to set es a clock- Figure 1. AC power-line EM receiver (Syntonistor from AC power lines. The primary challenge in n was amplifying a signal, which is typically on the ens of micro-volts while rejecting noise. The cir- ins contin- to a coin. OPA2369-2 10K Vbias tly behind 10µF o seconds e a similar Global Positioning System (GPS) uses precise clock wly adjust chronization derived from satellite transmissions for INA333 Vcc ge time of ization. GPS time receivers have commonly been u 50K 50K sources for NTP servers. The Radio Data System (RDS 15µF k synchro- the sidebands on standard FM radio transmissions to e networks. data including the time. These receivers typically con 470mH urate syn- too much energy for use on a node-by-node basis in y overhead sor network and in the case of GPS and WWVB requ Vcc nchroniza- rect line of sight with the sky. The RT-Link [20] pr 2M 2M d between uses a carrier current AM radio transmitter to send s. This ap- time beacons to sensor nodes. The system uses a buil g jitter as- wiring infrastructure as an antenna to broadcast an AM
  • 14. A similar operation is performed if no input signal is de- tected for a long enough duration. The primary output from initialization messages. the PLL is a PPS signal with a 50% duty-cycle that toggles 4.1 The Protocol whenever an internal counter is reached. This error signal The protocol begins when a master node broa could be due to a change in the building’s magnetic field and message at its rising PPS edge that contains its wa time. The message is flooded across the network u CC2420 radio timestamped at the lowest level to uncertainty as described in [18],[16] and [17]. A !" timestamp to the message immediately before trans ( removes timing uncertainty from potential radio pac )*+ #$ %&' lisions. Each sensor node maintains a timer contai #, •  amount of time that has expired since its last PPS risi When a node receives a clock synchronization me •  notes the timestamp of the message from the master as the current timestamp computed from the previo Figure 5. Block diagram for PLL clock recovery system. The receiving node must then record its current ph &$'(" .+*77*/,0123/4 &$'( 5,6*13 &$'$% &$'$$ &$'$# &$'$" ! "! #! $! %! &!! &"! )*+,-./,0123/4 &! .+*77*/,0123/4 59:/,-;6616 8 ! !8 14   !&! ! "! #! $! %! &!! &"! )*+,-./,0123/4
  • 15. 100 68 2.8 43 20.2 Table 1. The performance of various LC combinations. Component Typical Power (µW ) Max Power (µW ) INA333 40 90 OPA2369 0.84 1.0 OPA333 10 30 MCP4012 1.2 10 PIC12F683 5 19.8 Total 57.04 150.8 Table 2. This table shows a breakdown of average power consumed by the main hardware components. ducing the outputs that are passed on to the host sensor node. The PIC12F683 also operates as an auto-gain system trying to maintain a peak-to-peak voltage coming out of the ampli- 15  
  • 17. Θ =460 Θ =13 Θ =230 Θ = 16 Θ = 400 Θ =15 Θ = 900 (a) (b) (c) Figure 7. Operation of initialization phase of phase offset calculation. (a) shows a set of nodes. (b) shows a spanning tree used to determine offsets from a master clock.(c) Phase offset values between sets of nodes that can be used for error 1.  TPSN checking.   2.  set from its local PPS signal and subtract the communication   the nodes are able to estimate phase offset of their local PPS delay that was accumulated during the flooding. Figure 9 signal to that of the master. The timing diagram of the phase 3.  shows how message propagation delay can be reduced by removing constant header offsets from packets and trigger-   calculation for the topology in Figure 7(a) is shown in Fig- ure 8. The phase offset between the master and node i is phase  offset ing on the start of frame delimiter provided by the CC2420 hardware. Figure 10 shows a distribution of radio pulse times given by Θi . For example, the phase-offset between the mas- ter M and node d is Θd = 230 ms as shown in Figure 8. This recorded between a transmitter and two receivers. We see a synchronization flooding is only required at network initial- worst-case jitter of approximately 6µs per hop. This is con- ization time. If new nodes join the network, they can com- sistent with values seen by other in-band message passing municate with existing infrastructure nodes to obtain a phase protocols. offset. However, if a new node attempts to synchronize based After the flood has propagated across the network, each node should maintain a synchronization time point as well as on a node which was not synchronized from the master, then the jitter from the EM receiver (which is significantly larger than that of the radio) will begin to accumulate. In this case, 17  
  • 18. Protocol (2 of 2) ! Simple ! MAC protocol independent 18  
  • 20. —  —  —  ew set of flooding time synchronization h to low transition naturally happens the powered on. One possible optimization —  !"#$ *+,#$,%&#$) %&$'(#$) request the phase offset based on their -.. /# ice this works well, however over time !"#$ *+,#$,%&#$) nodes drifting with respect to the master %&$'(#$) o in and out of synchronization in lock- 2!341 01 5652789: !"#$ " al Evaluation %&$'(#$) *+,#$,%&#$) * # %# we will evaluate the performance of our *#;" on hardware solution. We examine the <$=, >$ 51 2%,; ons of timing jitter in the system which >)(,&/$)?;) on synchronization accuracy. We eval- ss of our software PLL with respect to and coping with noise. Using data col- Figure 11. Experimental Setup. 20  
  • 21. .+* !8 5 !&! ! "! #! $! )*+,-./,0123/4 $! %! &!! &"! Figure 14. PLL output value a )*+,-./,0123/4 PLL output value and error 20 15 Percent 10 5 0 15 15.5 16 16.5 17 17.5 18 18.5 Period (milliseconds) (a) 40 18.5 Figure 1 35 below fo 30 25 Figure 13. Raw input signal with filtered output signal Percent 20 the conv below for two different nodes. an initia 15 plot in F 10 cal clock the convergence of the PLL. We see that the error starts from 5 higher w lines. Th an initial offset of -5 ms and converges closely to 0. The first 0 15 15.5 16 16.5 17 17.5 18 18.5 adjustme plot in Figure 14 shows an example of how the PLL’s lo- Period (Milliseconds) (b) for the o cal clock converges which was initialized to a period slightly presente higher with respect to the 16.66 ms signal from the power Figure 12. Jitter in the raw induced signal shown in (a). gence tim lines. This phenomena captures the nature of the global rate Jitter after the PLL shown in (b). of the P adjustment that happens on each receiver. Convergence plots 21   18.5 the upda for the other nodes in the system were similar to the one we verged o presented with slightly different starting offsets and conver-
  • 22. 6 Max. Error Avg Error 5 Mean 4 (milliseconds) Phase 3 2 1 0 0 2000 4000 6000 8000 10000 12000 14000 16000 Time (Minutes) Figure 17. Average and max synchronization error over an 11 day period. 22  
  • 23. decrease the synchronization interval. As described by the original authors, the following equation shows how to com- 200 Ideal Non−Adjusted 180 LPL−CSMA Rate Adjusted 160 Syntonistor Hardware Average Power (uW) 140 120 100 80 60 40 20 0 0 1 2 3 4 5 6 7 8 9 10 Synchronization Accuracy (ms) 23   Figure 18. Energy comparison between hardware syn-
  • 25. —  —  —  —  —  25  
  • 26. 26  
  • 27. wide range of possible inductor and capacitor MCP4012 s PIC12F683 Total Table 2. This table show consumed by the main not saturating in the presence of 1 r= processor mustffilter the incoming √ (1) le pulse per second (PPS) output 2π LC use for synchronization purposes. y output so as to not unnecessar- ducing the outputs that ar node. Finally, the processor must The PIC12F683 also ope 1 L ects that the signal is no longer re- to maintain a peak-to-pe Q= f this section, we will discuss the (2) achieve these goals. R C fier well below saturatio ference from the environment values. The peak-to-peak nt of noise in the raw signal re- 1 vide an in-depth evaluation of this of change in auto-gain fc = nds to suffer from jitter as well as (3) determining the strength 2πRC reception. Filtering such a signal over a clock is commonly solved from the second stage am gnal is further amplified through a second stage op (PLL). A PLL will generate its amp configured as a zero A369 micro-power op-amp. A second OPA369 attached to a FireFly node. the OP eriod that increases or decreases Figure 6. The Syntonistor sumes less power, hase difference between its local he samewhich package) is used to create a low- The rate at IC the local clock is the zero-crossing detecto oltage to center theprob- Hz hence should be used toto the protocol that it may an op-amp i t signal is a classical control 60 signal helping alert n the linear operating range of the amplifier. plemented a proportional-integral 27   slew rate of need to re-synchronize with the network. sumption where lower p
  • 28. L C R Q Test Signal (mH) (µF) (Ohms) Factor Response (mV ) 15000 0.47 1000 5.67 464 1500 4.7 40 14.1 202 320 22 10 12.1 113 220 30 15 5.7 18 470 15 600 0.5 20 100 68 2.8 43 20.2 Table 1. The performance of various LC combinations. Component Typical Power (µW ) Max Power (µW )28  
  • 29. Figure 3. A wide range of possible inductor and capacitor29  
  • 30. of the OPA369 to one of 64 different levels. The output spon from the OPA369 is passed directly to an analog input on a high PIC12F683 micro-controller. The PIC12F683 runs all of the timi firmware, described in the next section, responsible for pro- fina cess sum the −4 x 10 1.2 base 100 mH 470 mH 1 stren GPI 0.8 the n Voltage (Volts) 0.6 3.2 T 0.4 trem just 0.2 scar activ 0 at 2 0 100 200 300 400 500 600 700 800 900 1000 sible Frequency (Hz) adju Figure 4. Two different frequency responses 30   ensu
  • 31. from the PPS signal at each node, which should not accumu late over each hop. The phase offset of a node at the nth hop φn , is given by: φn = Θn + δEM + (n · δradio ) + (n · trelay · ρ) (4 ⇒ εn = δEM + (n · δradio ) + (n · trelay · ρ) where Θn denotes the actual phase offset of the node from the master, trelay is the time taken by each node to forward the beacon, ρ is the clock drift rate, and δEM and δradio are 31  
  • 32. 30 %/()3 %/ 25 %'()* %+', %'()- %.,/ 20 Percent %0()1 %'2 15 %0()5 %06/ 10 %6()4 %+.// 5 %6()7 %+8// 0 −15 −10 −5 0 5 10 15 %6()9 %'6 Jitter (microseconds) Figure 10. Jitter time between four CC2420 receivers capturing the same transmission. hase of var- • Scalability: 32  
  • 33. nodes as the maximum pair-wise error between any two nodes. We hardw see the average error bound to within 2 ms and the worst- CC24 case error bound to within 6 ms. These data are also cap- We tured in Figure 16 showing the distribution of error. During of me drifte To ac 100 that e Average Peak sage a 80 tion in the m 60 aging Percent As the 40 must shows 20 tocol and a 0 0 1 2 3 4 5 6 Phase (milliseconds) Figure 16. CDF of the average and max synchronization error. Fig 33