Capacity of cooperative sensor networks with sensor errors

The communication from a cooperative sensor network to a mobile access point is considered in this paper. Sensors are assumed to be informed with a global message, and some nodes are misinformed with random messages. Three system configurations are discussed based on whether a polling channel is implemented and whether an energy limit is imposed on individual sensors. The capacity of these system configurations are derived. It is shown that if a polling channel is implemented and there is no energy constraint on individual nodes, there is no rate loss with the presence of sensor errors. If there is no polling channel implemented and there is no energy constraint on individual nodes, the rate loss is proportional to the probability that a node is misinformed.

[1]  Elza Erkip,et al.  User cooperation diversity. Part I. System description , 2003, IEEE Trans. Commun..

[2]  Lang Tong,et al.  The effect of fading on the achievable rate of cooperative sensor networks with misinformed sensors , 2004, IEEE Global Telecommunications Conference, 2004. GLOBECOM '04..

[3]  Lang Tong,et al.  Sensor networks with mobile access: optimal random access and coding , 2004, IEEE Journal on Selected Areas in Communications.

[4]  Hesham El Gamal,et al.  Distributed space-time filtering for cooperative wireless networks , 2003, GLOBECOM '03. IEEE Global Telecommunications Conference (IEEE Cat. No.03CH37489).

[5]  Roy D. Yates,et al.  Cooperative multihop broadcast for wireless networks , 2004, IEEE Journal on Selected Areas in Communications.

[6]  Michael Gastpar,et al.  Cooperative strategies and capacity theorems for relay networks , 2005, IEEE Transactions on Information Theory.

[7]  Heng Wang Cooperative transmission in wireless networks with delay constraints , 2004, 2004 IEEE Wireless Communications and Networking Conference (IEEE Cat. No.04TH8733).

[8]  Gregory W. Wornell,et al.  Distributed space-time-coded protocols for exploiting cooperative diversity in wireless networks , 2003, IEEE Trans. Inf. Theory.

[9]  Anna Scaglione,et al.  Opportunistic large arrays: cooperative transmission in wireless multihop ad hoc networks to reach far distances , 2003, IEEE Trans. Signal Process..

[10]  Andrea J. Goldsmith,et al.  Energy-efficiency of MIMO and cooperative MIMO techniques in sensor networks , 2004, IEEE Journal on Selected Areas in Communications.

[11]  Elza Erkip,et al.  User cooperation diversity. Part II. Implementation aspects and performance analysis , 2003, IEEE Trans. Commun..

[12]  Lang Tong,et al.  Sensor networks with mobile agents , 2003, IEEE Military Communications Conference, 2003. MILCOM 2003..

[13]  Lang Tong,et al.  Cooperative Sensor Networks with Misinformed Sensors , 2004 .

[14]  Lang Tong,et al.  Cooperative sensor networks with misinformed nodes , 2005, IEEE Transactions on Information Theory.