Title :
Design of Delay-Tolerant Linear Dispersion Codes
Author :
Wang, Wenjin ; Zheng, Fu-Chun ; Burr, Alister ; Fitch, Michael
Author_Institution :
Sch. of Syst. Eng., Univ. of Reading, Reading, UK
fDate :
9/1/2012 12:00:00 AM
Abstract :
In cooperative communication networks, owing to the nodes´ arbitrary geographical locations and individual oscillators, the system is fundamentally asynchronous. This will damage some of the key properties of the space-time codes and can lead to substantial performance degradation. In this paper, we study the design of linear dispersion codes (LDCs) for such asynchronous cooperative communication networks. Firstly, the concept of conventional LDCs is extended to the delay-tolerant version and new design criteria are discussed. Then we propose a new design method to yield delay-tolerant LDCs that reach the optimal Jensen´s upper bound on ergodic capacity as well as minimum average pairwise error probability. The proposed design employs stochastic gradient algorithm to approach a local optimum. Moreover, it is improved by using simulated annealing type optimization to increase the likelihood of the global optimum. The proposed method allows for flexible number of nodes, receive antennas, modulated symbols and flexible length of codewords. Simulation results confirm the performance of the newly-proposed delay-tolerant LDCs.
Keywords :
cooperative communication; error statistics; gradient methods; network coding; radio networks; receiving antennas; simulated annealing; space-time codes; stochastic processes; asynchronous cooperative communication networks; delay-tolerant LDC; delay-tolerant linear dispersion code design method; ergodic capacity; minimum average pairwise error probability; node arbitrary geographical locations; optimal Jensen upper bound; oscillators; receive antennas; simulated annealing type optimization; space-time codes; stochastic gradient algorithm; Delay; Dispersion; Optimization; Peer to peer computing; Relays; Upper bound; Vectors; Cooperative communication; asynchronous relay network; delay-tolerant space-time code; linear dispersion code;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2012.070912.110362