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TV	White	Space	Networking:	Characteristics,	
Challenges,	and	Opportunities
Mahbubur	Rahman
Department	of	Computer	Science
Wayne	State	University,	Detroit,	MI
TV	White	Spaces
• Refer	to	allocated but	locally	unused TV	channels
• Between	54	MHz	and	698	MHz	in	the	US
• TV	channel	index:	2	- 51
• VHF	(54-216	MHz) and	lower	UHF	(470-698	MHz)
• Federal	Communication	Commission	(FCC)	in	the	US
• Allowed	unlicensed	use	in	2008
• But	not	to	interfere	primary	users
• In	other	countries
• UK	by	Office	of	Communication	(Ofcom)
• Canada	by	Industry	Canada	Consultation
• South	Africa	by	Communication	Authority
• Singapore,	Kenya,	Namibia,	Argentina,	etc.	
2
Occupied
White	spaces
Frequency	(MHz)
Signal	Strength	(dBm)
TV	White	Space:	FCC	Regulations
• Operational	Regulations
• Licensed	Operation
• Unlicensed	Operation
• Hybrid	Operation
• FCC	allows	unlicensed	operations
• Unlicensed	device	category
• Fixed
• Personal/portable
3
TV	White	Space:	FCC	Regulations
• Fixed	Device
• Generally	placed	in	outdoor	fixed	locations
• Can	use	higher	transmission	power
• Sends	automatic	periodic	messages
• Personal/portable	Device
• Can	be	mobile	and	change	locations
• Usually	uses	lower	transmission	power
• Two	operational	modes
• Mode	I (dependent)	and	Mode	II (independent)
4
Fixed	device
Personal/portable	device
TV	White	Space:	FCC	Regulations
• Access	Regulations
• Tells	how	to	determine	unoccupied	and	occupied	TV	channels
• 3	Methods
• Geo-location	Database	Approach
• Control	Signal	Approach
• Spectrum	Sensing/listening	Approach
5
Internet
Location
Available channels
White Space Database
TV	White	Space:	FCC	Regulations
Attributes Fixed	Device
Personal/portable Device
Mode	I	(Client	Mode) Mode	II	(Independent)
Database Access ✓ X ✓
Spectrum	Sensing X X X
Sensing	Threshold -84 dBm -114 dBm -114 dBm
Tx Power 1	Watt	(30 dBm) 100	mWatt (20	dBm) 100	mWatt (20	dBm)
Antenna Height <30	Meters N/A N/A
6
TV	White	Space:	Opportunities
• TV	white	space	can	enable	several	applications
• Low	cost	and	complexity
• Sensing	&	Monitoring	Applications
• Urban	sensing,	Environmental/habitat	monitoring,	Oil	filed	monitoring	,	etc.
7
A	Sensing	&	Monitoring	network	(source:	Green	Orb)
TV	White	Space:	Opportunities
• Agricultural	IoT Applications
• Needs	data-driven	decisions
• Temperature,	humidity,	water	level,	etc.
• Microsoft,	Climate	Corp.,	AT&T,	Monsanto	are	taking	initiatives
8
Smart	Agriculture	(Source:	AgfunderNews)
TV	White	Space:	Opportunities
• Smart	and	Connected	Community	Applications
• Promise	to	address	the	needs	of	the	past,	present,	and	future
• Wireless	broadband	access,	public	safety,	etc.
• Microsoft,	Google	are	already	adopting	white	spaces.
9Wireless	Broadband	Access	(Source:	ArsTechnica)
TV	White	Space:	Opportunities
• Real-time	Applications
• TV	white	space	has	potential	to	support	large-
scale	real-time	CPS	(Cyber-physical	systems)	
applications
• Industrial	process	control	
• Data	center	power	management
• Civil	infrastructure	control,	etc.
10
Industrial	process	control	(oil	tank	monitoring)
Controller
Valve
TV	White	Space:	Opportunities
• Smart	Utility	Network	(SUN)	Applications
• Promises	efficient	management	of	electricity,	natural	gas,	water,	and	sewage.
• Advanced	Metering	Infrastructure	(AMI)
11
Smart	Water	Management	(source:	Alliance	of	Water	Utility)
TV	White	Space:	Characteristics
• Traditional	Wireless	Network	Technologies
• IEEE	802.15.4,	Wi-Fi,	Bluetooth
• Traditional	Networks:	short	range	à multi-hop	topology
• Complex	protocols,	energy	and	latency	overhead
12
IEEE	802.15.4	based	mesh	network	topology
TV	White	Space:	Characteristics
• TV	white	spaces	have	longer	communication	range
• 𝒅𝒊𝒔𝒕𝒂𝒏𝒄𝒆	 ∝	 𝟏
𝒇𝒓𝒆𝒒𝒖𝒆𝒏𝒄𝒚1 [from	Friss’	Equation]
13Single	hop	network	architecture
Received	power
Transmit	power
Transmitter	gain
Receiver	gain Speed	of	light
distance
frequency
TV	White	Space:	Characteristics
• TV	white	spaces	can	penetrate	obstacles
• Lower	frequency	à longer	wavelength
• TV	frequency:	wavelength	between	43-59	cm
• Can	easily	penetrate	building	walls	and	trees
14Single	hop	network	architecture
TV	White	Space:	Characteristics
• Spectrum	Availability
• Large	in	number	compared	to	2.4	GHz	and	5	GHz	bands
• 2.4	– 2.5	GHz	(2.4	GHz	band)	,	5.725-5.875	GHz	(5	GHz	band)
• 47	TV	channels	(54-698	MHz)
15
White	space	availability	at	different	
number	of	counties	(in	US)	based	
on	data	from	Spectrum	Bridge	
database
TV	White	Space:	Characteristics
• Higher	bitrate
• A	single	TV	channel	can	provide	up	to	21	Mbps	[Bahl et	al.,	SIGCOMM	‘09]
• Operating	on	N channels	can	boost	the	bitrate	N-times
• IEEE	802.15.4	maximum	allowable	bitrate	is	250	kbps
• Some	applications	demand	higher	bitrate
• E.g.,	Volcano	Monitoring	require	high	bitrate
• Sampling	period:	100	kHz
• Each	sample:	24	bits	resolution	
16
TV	White	Space:	Standardization	Efforts
17
Work	Group Focus Agenda
IEEE	802.22 Wireless	Regional	Network (WRAN)
Cognitive	Medium Access	Control	(MAC)	layer	and	
Physical	layer	(PHY)
IEEE	802.11af Wireless	Local	Area	Network (WLAN) MAC	 layer	and	PHY layer
IEEE	802.15.4m
Low-Rate	Wireless Personal	Area	
Network	(LR-PAN)
MAC	layer	and	PHY layer
IEEE 802.19.1 Wireless	Coexistence	Group Coexistence methods	in	white	space
IEEE	1900.4a,
1900.4.1
Heterogeneous Mobile	Wireless	
Networks
Enable	distributed	heterogeneous wireless	mobile	
services
IEEE	1900.7
Radio	Interface for	Dynamic	TVWS	
Access
Develop	radio	interface with	MAC	and	PHY	layer
TV	White	Space:	Protocols
• Industries	are	already	adopting	TV	white	spaces
• Wireless	Broadband	Access	(both	Microsoft	and	Google	in	Africa)
• Agricultural	IoT (Microsoft	FarmBeats project)
• Research	community	is	also	developing	protocols
• Protocols	for	white	space	network
• TV	white	space	detection	protocols
• Networking	protocols
18
TV	White	Space:	Detection	Protocols
19
Protocols
TVWS
Access
Location Mobility Security Applications
KNOWS
[Yuan	et	al.,	DySPAN ‘07]
Sensing	+	
Database
Indoor/
Outdoor
✓ X
Indoor/outdoor	TVWS
detection
SenseLess
[Murty et	al., TMC	’12]
Database Outdoor ✓ X Outdoor	TVWS detection
WISER
[Ying	et	al., MobiCom
‘13]
Sensing	+
Database
Indoor ✓ X Indoor	TVWS	detection
WINET
[Zhang et	al.,	INFOCOM
’15]
Sensing	+
Database
Indoor ✓ X Indoor	TVWS	detection
TV	White	Space:	Networking	Protocols
20
Protocols
TVWS
Access
Location Mobility Security Applications
CR-S
[Ahuja	et	al.,	DySPAN
‘08]
Sensing	+	
Database
Indoor/
Outdoor
✓ ✓ Sensing	&	Monitoring,	IoT
WhiteFI
[Bhal et	al.,	SIGCOMM	
‘09]
Sensing	+
Database
Indoor/
Outdoor
✓ X Wireless broadband	access
WhiteNet
[Feng	et	al.,	DySPAN ‘11]
Sensing	+
Database
Indoor/
Outdoor
✓ X Wireless	broadband access
SNOW
[Rahman	et	al., SenSys
’16,17]
Database
Indoor/
Outdoor
X X Sensing &	Monitoring,	IoT
TV	White	Space:	Challenges	&	Directions
• New	challenges	for	wireless	sensor	networks (WSNs)
• WSNs	are	mainly	for	data	collection	(many-to-one	communication)
• White	spaces:	multi-hop	à single	hop	à more	conflict	at	BS	(base	station)
• Long	range	à more	hidden	terminals à more	collisions	at	BS
• WSNs	need	scalability	and	energy	efficiency
21
A
B
C
D
E
F
• While	A	transmits,	B,	C,	and	D	cannot	
transmit	and	have	to	back-off.	
• E,	F	can	be	hidden	terminals	and	thus	
will	collide	if	transmit	at	the	same	time
• Need	efficient	medium	access	layer		
(MAC)	and	physical	layer	(PHY)	
solutions
Conflict	and	collision	in	single	hop	WSN
TV	White	Space:	Challenges		&	Directions
• What	we	have	done	for wireless	sensor	networks (WSNs)
• SNOW	[Rahman	et	al.,	SenSys ‘16,17]
• D-OFDM	(Distributed	Orthogonal	Frequency	Division	Multiplexing)	based	
physical	layer	that	enables	parallel	Tx/Rx	
• Hidden	terminal	aware	CSMA/CA	(Carrier	Sense	Multiple	Access/Collision	
Avoidance)	medium	access	control	layer
• Scalable	and	energy	efficient
Internet
Location
Available channels
f1 f2 f3 fnf4 …
…
White Space
Database
Nodes
BS
22
SNOW	architecture
TV	White	Space:	Challenges	&	Directions
• New	challenges	for	wireless	sensor	networks (WSNs)
• Coexistence	of	homogeneous	WSNs
• Spectrum	sharing	between	WSNs
• Handling	interference	between	WSNs
23
Possible	coexistence	scenario	in	
homogeneous	(SNOW)	networks
TV	White	Space:	Challenges	&	Directions
• What	we	have	done	for	coexistence	isssue
• SOP	[Rahman	et	al.,	IoTDI ‘18]
• Trade-off	between	scalability	and	interference
• Enables	concurrent	inter-SNOW	and	intra-SNOW	communications
24
Possible	coexistence	scenario	in	
homogeneous	(SNOW)	networks
TV	White	Space:	Open	Challenges	&	Directions
• Many	other	challenges	that	need	to	addressed	in	general
• Interference	between	primary	and	secondary	users
• Longer	communication	range	à more	interference	to	primary	users	
(Specially,	if	operating	near	a	restricted	area)
• Reduce	Transmission	(Tx)	power		à Reduce	communication	range	à reduced	
throughput
• Trade-off	between	Tx power	and	Quality	of	service	(QoS)
25
TV	White	Space:	Open	Challenges	&	Directions
• Fragmentation	of	TV	white	spaces
• Presents	discontinuity	in	spectrum
• Existing	networking	protocols	may	not	be	able	to	use	fragmented	spectrum
• Need	to	be	very	careful	about	incumbents	in	between
• Need	new	physical	layer	and	medium	access	layer	solutions	(like	SNOW?)
26
Data	on	fragmented	spectrum	(source:	WhiteFi [Bhal et	al.,	SIGCOMM	’09])
TV	White	Space:	Open	Challenges	&	Directions
• Temporal	and	Spatial	variations
• Need	to	operate	on	different	TV	white	spaces	at	different	times	and	places
• Will	hurt	seamless	operation
• Critical	to	real-time	applications
• Need	cognitive	radio	solutions
27
Temporal	and	spatial	variations	of	TV	white	spaces	(source:	WISER	[Ying	et	al.,	MobiCom ‘13]
TV	White	Space:	Open	Challenges	&	Directions
• Scarcity	and	future	adaptation
• White	space	availability	differs	in	urban,	suburban,	and	rural	areas.
• Who	knows	about	FCC’s	plan?
• Make	the	protocols	compatible	for	other	frequency	bands
• Antenna	design
• Lower	frequency	à larger	antenna
• Antenna	size	à at	least	one-tenth	of	wavelength	for	efficient	reception
• Better	Quality	of	service	(QoS)à Multiple	antennas
• Antennas	need	to	be	apart	by	half	of	wavelength
• Reduce	antenna	form	factor
28
TV	White	Space:	Open	Challenges	&	Directions
• Variable	Bandwidth
• How	to	enable	many-to-one	communication	with	variable	bandwidth	support?
• No	protocols	exist.
• Mobility
• FCC	rules:	need	to	check	white	spaces	every	100m	move
• Vehicle-to-vehicle	communication
• How	to	look	for	TV	white	spaces?
• How	to	address	Doppler	effect?
• Security
• Longer	range	à higher	security	vulnerability
• Sniffing,	spoofing,	man-in-the-middle attacks	may	not	be	viable	for	short	range	protocols
• Possible	isolation	of	nodes	in	long	communication	range
• Do	the	existing	security	protocols	suffice?
29
Conclusion
• We’ve	looked	into	TV	white	spaces
• Device	types
• Regulations
• Opportunities	of	TV	white	spaces
• Can	enable	various	low-power	wide-area	networking	applications
• Have	benefiting	characteristics	(long	range,	availability,	high	bitrate)
• TV	white	space	protocols
• Standardization	efforts
• Detection	and	networking	protocols
• Challenges	and	directions
• Scalability
• Coexistence	and	interference
• Fragmentation,	temporal	variation,	and	spatial	variation
• Variable	bandwidth
• Mobility
• Security.
30
31
References
• Saifullah, A., Rahman, M., Ismail, D., Lu, C., Chandra, R. and Liu, J., 2016, November. SNOW:
Sensor network over white spaces. In Proceedings of the 14th ACM Conference on Embedded
Network Sensor Systems CD-ROM (pp. 272-285). ACM.
• Saifullah, A., Rahman, M., Ismail, D., Lu, C., Liu, J. and Chandra, R., 2017, November. Enabling
reliable, asynchronous, and bidirectional communication in sensor networks over white spaces. In
Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems. ACM.
• Rahman, M. and Saifullah, A., 2018, April. Integrating Low-Power Wide-Area Networks in White
Spaces. In Internet-of-Things Design and Implementation (IoTDI), 2018 IEEE/ACM Third
International Conference on (pp. 255-260). IEEE.
• Saifullah, A., Rahman, M., Ismail, D., Lu, C., Liu, J. and Chandra, R., 2018. Low-Power Wide-Area
Network Over White Spaces. IEEE/ACM Transactions on Networking, 26(4), pp.1893-1906.
• Rahman, M. and Saifullah, A., 2018. A Comprehensive Survey on Networking over TV White
Spaces. arXiv preprint arXiv:1810.07120.

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