Title :
Energy efficient data communication over fading channels
Author :
Zhang, Danlu ; Wasserman, Kimberly M.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
Abstract :
We develop a control algorithm or transmission scheme for wireless data communication over time-varying channels with memory which determines when to attempt a transmission so as to achieve a suitable balance between throughput and energy consumption; and we study the effect of channel memory on the performance, design, and structure of this scheme. The channel state is not directly observable, and thus the transmission decisions must be based on ACK/NAK information provided over a feedback channel. We cast the problem as a partially observable Markov decision process, and derive the optimal transmission scheme. Numerical results are also provided comparing performance of the optimal scheme with some other existing mechanisms
Keywords :
Markov processes; data communication; decision theory; fading channels; feedback; optimisation; packet radio networks; protocols; telecommunication control; time-varying channels; ACK/NAK information; channel memory; control algorithm; energy consumption; energy efficient data communication; fading channels; feedback channel; optimal scheme; partially observable Markov decision process; performance; throughput; time-varying channels; transmission decisions; transmission scheme; wireless data communication; Algorithm design and analysis; Communication system control; Data communication; Energy consumption; Energy efficiency; Fading; State feedback; Throughput; Time-varying channels; Wireless communication;
Conference_Titel :
Wireless Communications and Networking Confernce, 2000. WCNC. 2000 IEEE
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-6596-8
DOI :
10.1109/WCNC.2000.904761