Title :
A channel coding approach for random access communication with bursty sources
Author :
Luo, Jie ; Ephremides, Anthony
Author_Institution :
Electr. & Comput. Eng. Dept., Colorado State Univ., Fort Collins, CO, USA
Abstract :
We extend Information Theoretic analysis to time-slotted packet random access communication with bursty sources. A new channel coding approach for coding within each packet is proposed with built-in support for bursty sources phenomena, such as message underflow, and for random access mechanisms, such as packet collision detection. The coding approach does not require joint communication rate determination either between the transmitters or between the transmitters and the receiver. Its performance limitation is characterized by an achievable region defined in terms of communication rates, such that reliable packet recovery is supported for all rates within the region and reliable collision detection is supported for all rates outside the region. For random access communication over a discrete-time memoryless channel using a class of random coding schemes, it is shown that the maximum achievable rate region of the introduced coding approach equals the Shannon information rate region without a convex hull operation.
Keywords :
burst noise; channel coding; information theory; random codes; Shannon information rate region; bursty sources; channel coding; discrete-time memoryless channel; message underflow; packet collision detection; random coding scheme; time-slotted packet random access communication; Channel coding; Codes; Information analysis; Information rates; Information theory; Multiaccess communication; Queueing analysis; Telecommunication traffic; Traffic control; Transmitters;
Conference_Titel :
Information Theory Proceedings (ISIT), 2010 IEEE International Symposium on
Conference_Location :
Austin, TX
Print_ISBN :
978-1-4244-7890-3
Electronic_ISBN :
978-1-4244-7891-0
DOI :
10.1109/ISIT.2010.5513410