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Sensor networks 
Heba Bevan 
Cambridge University and founder of Utterberry
Background 
- Electronics and Computer engineer (Honours) 
- Student engineer at ARM Cambridge, 2002 
- Trace and Targeting Group 
- CPU engineer at ARM Cambridge, 2005 
 Cortex CPU Family 
- Technical Consultant engineer at ARM California, USA, 2006 
- Research Programmer/ Scientist, Rice University, Texas, USA, 2009 
- $16 Million PACE Project architecture aware compiler environment, with active participants at ET International, 
Texas Instruments, Stanford and Ohio State 
- 2011 Cambridge (PhD research), Jesus College 
- 2013 UtterBerry Ltd spin out of CSIC 
- 2014 Future Railway investment
VICTORIA 
LINE 
3.81m 
TYPICAL 
TUBE 
TUNNEL 
c3.6m 
JUBILEE LINE 
EXTENSION 
4.35m 
CROSSRAIL PLATFORM TUNNEL 
9.6m 
Civil Engineering 
C&SLR 
3.2m 
CROSSRAIL 
6.2m 
CHANNEL TUNNEL RAIL LINK 
7.15m 
TOWER 
SUBWAY 
2.1m
Electronics Engineering
Moore’s Law
Cambridge University WSN Developments – Moore’s Law 
2009 
2011 
2013
WSN node components 
Sensors 
Processor 
Radio 
P 
O 
W 
E 
R 
Storage 
Limited Data Processing 
Limited 
Memor 
y 
Low Power 
Sensor 
System parameters Power 
1. Sensing 
2. Processing 
3. Transmission 
Processing type 
Activation rate 
Duty cycle design 
Abstraction level 
Synchronisation 
Performance 
Lifetime 
Bit rate delay 
Low Power. 
Low data rate. 
Limited range
Sketch, design, product
Power Consumption State Space 
1- 
6. SEND ALERT/ 
DESCRIPTOR 
5. PROCESS 
Data 
From other nodes 
From sink/ gateway 
3. SENSOR 
READING 
1. SLEEP 2. LISTEN 
4. COMPRESS/ 
TRANSMIT
Cast Iron Lined Tunnel - London
Environmental Conditions of The Trial Section 
Internal Dia : 7 – 9ft 
Length: Approx 6.5 miles (8 st) 
Average Depth bgl: 21m 
Completed: 1917 
Suspended: 2003 
Cost: £250,000 + £500,000
Introduction
Introduction
Introduction
Challenges
Environmental Conditions of The Trial Section 
• No cracks or evidence of other type of ring or segment 
failure 
• Many of the bolts are rusted or missing 
• Water leakage 
• Stalactite growth 
• Some rusting seen in the joints 
• Longitudinal lines of missing bolts and occasional intervals. 
• Temperature and Humidity are relatively stable
Environmental Conditions of The Trial Section 
staining stalactite 
growth and 
rusting are seen 
in the joints
Network 
• IPv6 network protocol 
• Adaptive sampling rate 
• 56 Wireless Sensor (displacement, tilt, noise, Temperature, Humidity 
and acceleration)
Signal Strength 
• The signal can reach up to 100m 
without external antenna. 
• The signal can bend 
> 90 m 
Base 
Station 
Sensor
Expected Tunnel Movements 
(a) 
(b) 
(a)
Tunnel After Installation
Forth Road bridge- Scotland
Environmental Conditions 
• The data of the 
trial 22nd of 
August 
• Very foggy 
• Mild temperature
Environmental Conditions of The Trial Section 
• Rusted panels
Environmental Conditions of The Trial Section 
• Wind speed 20m/h max 
• Traffic and temperature 
Wind Speed (m/h) 
Time of the trial from 12 h- 
17h 
Thursday 22nd of 
August 
Traffic Flow 
Time (hrs) 1200 1300 1400 1500 1600 1700 
Northbound 
(Total Traffic) 
1970 2003 2128 2297 2580 3088 
Air Temperature 
Time (hrs) 1536 1538 1541 1543 1546 1548 
Temp. (°C) 15 14.8 15 15 15 15 
Time (hrs) 1636 1640 1642 1645 1647 1649 
Temp. (°C) 15.4 15.4 15.4 15.4 15.4 15.4 
Time (hrs) 1737 1739 1742 1744 1747 1749 
Temp. (°C) 15.8 15.6 15.6 15.6 15.6 15.6
Network 
• IPv6 network protocol 
• Mesh and Star Network 
• 200MHz sampling rate 
• Wireless Sensors (tilt, Temperature, Humidity and acceleration)
Signal Strength 
• The signal can reach up to 130m without 
external antenna outside 
Base 
Station 
> 120 
m 
Sensor
Data
Partially-sealed Crossrail C360 Eleanor Street Adits 
monitored using UtterBerry Wireless sensors
UtterBerry sensors can be placed in position using nothing more than 5 meters staff
UtterBerry Sensors arrangement in rings 
Installation at Eleanor Street 
1 
displacement, 
acceleration 
and tilt 
2 
displacement, 
acceleration 
and tilt 
3 
displacement, 
acceleration 
and tilt 
4 
displacement, 
acceleration 
and tilt 
5 
displacement, 
acceleration, 
tilt, 
temperature 
and humidity
Plan View: Eleanor Street Shaft and Adits: Costain 
Skanska JV
Plan View: 08th April filling the shaft with 
foam concrete 
‐10 
‐8 
‐6 
‐4 
‐2 
0 
2 
4 
6 
8 
10 
08/04/0 
10/04/0 
12/04/0 
14/04/0 
16/04/0 
21/04/0 
23/04/0 
25/04/0 
27/04/0 
29/04/0 
01/05/0 
03/05/0 
05/05/0 
07/05/0 
09/05/0 
11/05/0 
13/05/0 
15/05/0 
17/05/0 
19/05/0 
21/05/0 
23/05/0 
25/05/0 
27/05/0 
29/05/0 
31/05/0 
02/06/0 
04/06/0 
06/06/0 
08/06/0 
10/06/0 
12/06/0 
14/06/0 
16/06/0 
18/06/0 
20/06/0 
22/06/0 
24/06/0 
26/06/0 
28/06/0 
30/06/0 
02/07/0 
04/07/0 
06/07/0 
08/07/0 
10/07/0 
12/07/0 
14/07/0 
16/07/0 
18/07/0 
20/07/0 
22/07/0 
24/07/0 
26/07/0 
28/07/0 
30/07/0 
01/08/0 
03/08/0 
4/2014 00:30 
4/2014 00:30 
4/2014 00:30 
4/2014 00:30 
4/2014 00:30 
4/2014 00:30 
4/2014 00:30 
4/2014 00:30 
4/2014 00:30 
4/2014 00:30 
5/2014 00:30 
5/2014 00:30 
5/2014 00:30 
5/2014 00:30 
5/2014 00:30 
5/2014 00:30 
5/2014 00:30 
5/2014 00:30 
5/2014 00:30 
5/2014 00:30 
5/2014 00:30 
5/2014 00:30 
5/2014 00:30 
5/2014 00:30 
5/2014 00:30 
5/2014 00:30 
6/2014 00:30 
6/2014 00:30 
6/2014 00:30 
6/2014 00:30 
6/2014 00:30 
6/2014 00:30 
6/2014 00:30 
6/2014 00:30 
6/2014 00:30 
6/2014 00:30 
6/2014 00:30 
6/2014 00:30 
6/2014 00:30 
6/2014 00:30 
6/2014 00:30 
7/2014 00:30 
7/2014 00:30 
7/2014 00:30 
7/2014 00:30 
7/2014 00:30 
7/2014 00:30 
7/2014 00:30 
7/2014 00:30 
7/2014 00:30 
7/2014 00:30 
7/2014 00:30 
7/2014 00:30 
7/2014 00:30 
7/2014 00:30 
7/2014 00:30 
8/2014 00:30 
8/2014 00:30 
millimetres 
VA6 
VA6‐5‐X 
VA6‐5‐Y 
VA6‐5‐Z 
VA6‐4‐X 
VA6‐4‐Y 
VA6‐4‐Z 
VA6‐3‐X 
VA6‐3‐Y 
VA6‐3‐Z 
VA6‐2‐X 
VA6‐2‐Y 
VA6‐2‐Z 
VA6 VA6‐1 1‐X 
VA6‐1‐Y 
VA6 VA6‐1‐1 Z
Plan View: July 2014 running tunnel 
access 
Access 
‐3 
‐2 
‐1 
0 
1 
2 
3 
08/04/2014 00:30 
10/04/2014 00:30 
12/04/2014 00:30 
14/04/2014 00:30 
16/04/2014 00:30 
21/04/2014 00:30 
23/04/2014 00:30 
25/04/2014 00:30 
27/04/2014 00:30 
29/04/2014 00:30 
01/05/2014 00:30 
03/05/2014 00:30 
05/05/2014 00:30 
07/05/2014 00:30 
09/05/2014 00:30 
11/05/2014 00:30 
13/05/2014 00:30 
15/05/2014 00:30 
17/05/2014 00:30 
19/05/2014 00:30 
21/05/2014 00:30 
23/05/2014 00:30 
25/05/2014 00:30 
27/05/2014 00:30 
29/05/2014 00:30 
31/05/2014 00:30 
02/06/2014 00:30 
04/06/2014 00:30 
06/06/2014 00:30 
08/06/2014 00:30 
10/06/2014 00:30 
12/06/2014 00:30 
14/06/2014 00:30 
16/06/2014 00:30 
18/06/2014 00:30 
20/06/2014 00:30 
22/06/2014 00:30 
24/06/2014 00:30 
26/06/2014 00:30 
28/06/2014 00:30 
30/06/2014 00:30 
02/07/2014 00:30 
04/07/2014 00:30 
06/07/2014 00:30 
08/07/2014 00:30 
10/07/2014 00:30 
12/07/2014 00:30 
14/07/2014 00:30 
16/07/2014 00:30 
18/07/2014 00:30 
20/07/2014 00:30 
22/07/2014 00:30 
24/07/2014 00:30 
26/07/2014 00:30 
28/07/2014 00:30 
30/07/2014 00:30 
01/08/2014 00:30 
03/08/2014 00:30 
millimetres 
VA4 
VA4‐5‐X 
VA4‐5‐Y 
VA4‐5‐Z 
VA4‐4‐X 
VA4‐4‐Y 
VA4‐4‐Z 
VA4‐3‐X 
VA4‐3‐Y 
VA4‐3Z 
VA4‐2‐X 
VA4‐2‐Y 
VA4‐2‐Z 
VA4‐1‐X 
VA4‐1‐Y 
VA4‐1‐Z
Plan View: 22nd July Shaft excavation
A snap shot of multiaxial monitoring of a London tunnel under construction with UtterBerry wireless 
sensors.
Movement in the VE2
Prediction of water building up in tunnel
Water in the tunnel – VE2 section 
The tunnel after 
De-watering
TBM- Passing Settlement 
De-watering
UtterBerry Sensors VE1 and VE2 
1 
displacement, 
acceleration 
and tilt 
2 
displacement, 
acceleration 
and tilt 
3 
displacement, 
acceleration 
and tilt 
4 
displacement, 
acceleration 
and tilt 
5 
displacement, 
acceleration, 
tilt, 
temperature 
and humidity
VE1 and VE2 movements 
1 
displacement, 
acceleration 
and tilt 
2 
displacement, 
acceleration 
and tilt 
3 
displacement, 
acceleration 
and tilt 
4 
displacement, 
acceleration 
and tilt 
5 
displacement, 
acceleration, 
tilt, 
temperature 
and humidity
Size 
Size of 
two £1 
coin 
UtterBer 
ry 
Low 
Power 
Measure 
ment 
Easy to 
install 
System 
Predictiv 
e, 
Alarm 
Sensor 
Commun 
ication 
Output
Conclusion 
• WSN network reliably transmits data (at 98.96% success rate) 
• Remote access (office 99Km away using PC, Mac, Iphone ect.) 
• Internal processing of data before transmit 
• Long term deployment 
• Zero WSN node failures 
• Safe, no wires, no intervention, no people in the site.
Small size 
and low 
power 
Designed and 
Manufactured Great 
Britain 
Power by 
32-bit 
CPU 
Accelerometer 
Angle 
18.627° 
X = 0.04 
Y= 0.02 
Z= -0.96 
Temperature 
22.573° 
Humidity 
76%

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#FiaComit - Sensor networks

  • 1. Sensor networks Heba Bevan Cambridge University and founder of Utterberry
  • 2.
  • 3. Background - Electronics and Computer engineer (Honours) - Student engineer at ARM Cambridge, 2002 - Trace and Targeting Group - CPU engineer at ARM Cambridge, 2005  Cortex CPU Family - Technical Consultant engineer at ARM California, USA, 2006 - Research Programmer/ Scientist, Rice University, Texas, USA, 2009 - $16 Million PACE Project architecture aware compiler environment, with active participants at ET International, Texas Instruments, Stanford and Ohio State - 2011 Cambridge (PhD research), Jesus College - 2013 UtterBerry Ltd spin out of CSIC - 2014 Future Railway investment
  • 4. VICTORIA LINE 3.81m TYPICAL TUBE TUNNEL c3.6m JUBILEE LINE EXTENSION 4.35m CROSSRAIL PLATFORM TUNNEL 9.6m Civil Engineering C&SLR 3.2m CROSSRAIL 6.2m CHANNEL TUNNEL RAIL LINK 7.15m TOWER SUBWAY 2.1m
  • 7. Cambridge University WSN Developments – Moore’s Law 2009 2011 2013
  • 8. WSN node components Sensors Processor Radio P O W E R Storage Limited Data Processing Limited Memor y Low Power Sensor System parameters Power 1. Sensing 2. Processing 3. Transmission Processing type Activation rate Duty cycle design Abstraction level Synchronisation Performance Lifetime Bit rate delay Low Power. Low data rate. Limited range
  • 10. Power Consumption State Space 1- 6. SEND ALERT/ DESCRIPTOR 5. PROCESS Data From other nodes From sink/ gateway 3. SENSOR READING 1. SLEEP 2. LISTEN 4. COMPRESS/ TRANSMIT
  • 11. Cast Iron Lined Tunnel - London
  • 12. Environmental Conditions of The Trial Section Internal Dia : 7 – 9ft Length: Approx 6.5 miles (8 st) Average Depth bgl: 21m Completed: 1917 Suspended: 2003 Cost: £250,000 + £500,000
  • 17. Environmental Conditions of The Trial Section • No cracks or evidence of other type of ring or segment failure • Many of the bolts are rusted or missing • Water leakage • Stalactite growth • Some rusting seen in the joints • Longitudinal lines of missing bolts and occasional intervals. • Temperature and Humidity are relatively stable
  • 18. Environmental Conditions of The Trial Section staining stalactite growth and rusting are seen in the joints
  • 19. Network • IPv6 network protocol • Adaptive sampling rate • 56 Wireless Sensor (displacement, tilt, noise, Temperature, Humidity and acceleration)
  • 20. Signal Strength • The signal can reach up to 100m without external antenna. • The signal can bend > 90 m Base Station Sensor
  • 23. Forth Road bridge- Scotland
  • 24. Environmental Conditions • The data of the trial 22nd of August • Very foggy • Mild temperature
  • 25. Environmental Conditions of The Trial Section • Rusted panels
  • 26. Environmental Conditions of The Trial Section • Wind speed 20m/h max • Traffic and temperature Wind Speed (m/h) Time of the trial from 12 h- 17h Thursday 22nd of August Traffic Flow Time (hrs) 1200 1300 1400 1500 1600 1700 Northbound (Total Traffic) 1970 2003 2128 2297 2580 3088 Air Temperature Time (hrs) 1536 1538 1541 1543 1546 1548 Temp. (°C) 15 14.8 15 15 15 15 Time (hrs) 1636 1640 1642 1645 1647 1649 Temp. (°C) 15.4 15.4 15.4 15.4 15.4 15.4 Time (hrs) 1737 1739 1742 1744 1747 1749 Temp. (°C) 15.8 15.6 15.6 15.6 15.6 15.6
  • 27. Network • IPv6 network protocol • Mesh and Star Network • 200MHz sampling rate • Wireless Sensors (tilt, Temperature, Humidity and acceleration)
  • 28. Signal Strength • The signal can reach up to 130m without external antenna outside Base Station > 120 m Sensor
  • 29. Data
  • 30. Partially-sealed Crossrail C360 Eleanor Street Adits monitored using UtterBerry Wireless sensors
  • 31. UtterBerry sensors can be placed in position using nothing more than 5 meters staff
  • 32. UtterBerry Sensors arrangement in rings Installation at Eleanor Street 1 displacement, acceleration and tilt 2 displacement, acceleration and tilt 3 displacement, acceleration and tilt 4 displacement, acceleration and tilt 5 displacement, acceleration, tilt, temperature and humidity
  • 33. Plan View: Eleanor Street Shaft and Adits: Costain Skanska JV
  • 34. Plan View: 08th April filling the shaft with foam concrete ‐10 ‐8 ‐6 ‐4 ‐2 0 2 4 6 8 10 08/04/0 10/04/0 12/04/0 14/04/0 16/04/0 21/04/0 23/04/0 25/04/0 27/04/0 29/04/0 01/05/0 03/05/0 05/05/0 07/05/0 09/05/0 11/05/0 13/05/0 15/05/0 17/05/0 19/05/0 21/05/0 23/05/0 25/05/0 27/05/0 29/05/0 31/05/0 02/06/0 04/06/0 06/06/0 08/06/0 10/06/0 12/06/0 14/06/0 16/06/0 18/06/0 20/06/0 22/06/0 24/06/0 26/06/0 28/06/0 30/06/0 02/07/0 04/07/0 06/07/0 08/07/0 10/07/0 12/07/0 14/07/0 16/07/0 18/07/0 20/07/0 22/07/0 24/07/0 26/07/0 28/07/0 30/07/0 01/08/0 03/08/0 4/2014 00:30 4/2014 00:30 4/2014 00:30 4/2014 00:30 4/2014 00:30 4/2014 00:30 4/2014 00:30 4/2014 00:30 4/2014 00:30 4/2014 00:30 5/2014 00:30 5/2014 00:30 5/2014 00:30 5/2014 00:30 5/2014 00:30 5/2014 00:30 5/2014 00:30 5/2014 00:30 5/2014 00:30 5/2014 00:30 5/2014 00:30 5/2014 00:30 5/2014 00:30 5/2014 00:30 5/2014 00:30 5/2014 00:30 6/2014 00:30 6/2014 00:30 6/2014 00:30 6/2014 00:30 6/2014 00:30 6/2014 00:30 6/2014 00:30 6/2014 00:30 6/2014 00:30 6/2014 00:30 6/2014 00:30 6/2014 00:30 6/2014 00:30 6/2014 00:30 6/2014 00:30 7/2014 00:30 7/2014 00:30 7/2014 00:30 7/2014 00:30 7/2014 00:30 7/2014 00:30 7/2014 00:30 7/2014 00:30 7/2014 00:30 7/2014 00:30 7/2014 00:30 7/2014 00:30 7/2014 00:30 7/2014 00:30 7/2014 00:30 8/2014 00:30 8/2014 00:30 millimetres VA6 VA6‐5‐X VA6‐5‐Y VA6‐5‐Z VA6‐4‐X VA6‐4‐Y VA6‐4‐Z VA6‐3‐X VA6‐3‐Y VA6‐3‐Z VA6‐2‐X VA6‐2‐Y VA6‐2‐Z VA6 VA6‐1 1‐X VA6‐1‐Y VA6 VA6‐1‐1 Z
  • 35. Plan View: July 2014 running tunnel access Access ‐3 ‐2 ‐1 0 1 2 3 08/04/2014 00:30 10/04/2014 00:30 12/04/2014 00:30 14/04/2014 00:30 16/04/2014 00:30 21/04/2014 00:30 23/04/2014 00:30 25/04/2014 00:30 27/04/2014 00:30 29/04/2014 00:30 01/05/2014 00:30 03/05/2014 00:30 05/05/2014 00:30 07/05/2014 00:30 09/05/2014 00:30 11/05/2014 00:30 13/05/2014 00:30 15/05/2014 00:30 17/05/2014 00:30 19/05/2014 00:30 21/05/2014 00:30 23/05/2014 00:30 25/05/2014 00:30 27/05/2014 00:30 29/05/2014 00:30 31/05/2014 00:30 02/06/2014 00:30 04/06/2014 00:30 06/06/2014 00:30 08/06/2014 00:30 10/06/2014 00:30 12/06/2014 00:30 14/06/2014 00:30 16/06/2014 00:30 18/06/2014 00:30 20/06/2014 00:30 22/06/2014 00:30 24/06/2014 00:30 26/06/2014 00:30 28/06/2014 00:30 30/06/2014 00:30 02/07/2014 00:30 04/07/2014 00:30 06/07/2014 00:30 08/07/2014 00:30 10/07/2014 00:30 12/07/2014 00:30 14/07/2014 00:30 16/07/2014 00:30 18/07/2014 00:30 20/07/2014 00:30 22/07/2014 00:30 24/07/2014 00:30 26/07/2014 00:30 28/07/2014 00:30 30/07/2014 00:30 01/08/2014 00:30 03/08/2014 00:30 millimetres VA4 VA4‐5‐X VA4‐5‐Y VA4‐5‐Z VA4‐4‐X VA4‐4‐Y VA4‐4‐Z VA4‐3‐X VA4‐3‐Y VA4‐3Z VA4‐2‐X VA4‐2‐Y VA4‐2‐Z VA4‐1‐X VA4‐1‐Y VA4‐1‐Z
  • 36. Plan View: 22nd July Shaft excavation
  • 37. A snap shot of multiaxial monitoring of a London tunnel under construction with UtterBerry wireless sensors.
  • 39. Prediction of water building up in tunnel
  • 40. Water in the tunnel – VE2 section The tunnel after De-watering
  • 41. TBM- Passing Settlement De-watering
  • 42. UtterBerry Sensors VE1 and VE2 1 displacement, acceleration and tilt 2 displacement, acceleration and tilt 3 displacement, acceleration and tilt 4 displacement, acceleration and tilt 5 displacement, acceleration, tilt, temperature and humidity
  • 43. VE1 and VE2 movements 1 displacement, acceleration and tilt 2 displacement, acceleration and tilt 3 displacement, acceleration and tilt 4 displacement, acceleration and tilt 5 displacement, acceleration, tilt, temperature and humidity
  • 44. Size Size of two £1 coin UtterBer ry Low Power Measure ment Easy to install System Predictiv e, Alarm Sensor Commun ication Output
  • 45. Conclusion • WSN network reliably transmits data (at 98.96% success rate) • Remote access (office 99Km away using PC, Mac, Iphone ect.) • Internal processing of data before transmit • Long term deployment • Zero WSN node failures • Safe, no wires, no intervention, no people in the site.
  • 46. Small size and low power Designed and Manufactured Great Britain Power by 32-bit CPU Accelerometer Angle 18.627° X = 0.04 Y= 0.02 Z= -0.96 Temperature 22.573° Humidity 76%