Title :
High-SNR Analysis of Outage-Limited Communications With Bursty and Delay-Limited Information
Author :
Kittipiyakul, Somak ; Elia, Petros ; Javidi, Tara
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of California, San Diego, La Jolla, CA
Abstract :
This work analyzes the high-SNR asymptotic error performance of outage-limited communications with fading, where the number of bits that arrive at the transmitter during any timeslot is random but the delivery of bits at the receiver must adhere to a strict delay limitation. Specifically, bit errors are caused by erroneous decoding at the receiver or violation of the strict delay constraint. Under certain scaling of the statistics of the bit-arrival process with SNR, this paper shows that the optimal decay behavior of the asymptotic total probability of bit error depends on how fast the burstiness of the source scales down with SNR. If the source burstiness scales down too slowly, the total probability of error is asymptotically dominated by delay-violation events. On the other hand, if the source burstiness scales down too quickly, the total probability of error is asymptotically dominated by channel-error events. However, at the proper scaling, where the burstiness scales linearly with 1/ radic(log SNR) and at the optimal coding duration and transmission rate, the occurrences of channel errors and delay-violation errors are asymptotically balanced. In this latter case, the optimal exponent of the total probability of error reveals a tradeoff that addresses the question of how much of the allowable time and rate should be used for gaining reliability over the channel and how much for accommodating the burstiness with delay constraints.
Keywords :
channel coding; decoding; error statistics; fading channels; telecommunication network reliability; asymptotic total error probability; bit error; bit-arrival process statistics; bursty information; delay-limited information; erroneous decoding; fading channel reliability; high-SNR asymptotic error performance; optimal coding; outage-limited communication; Decoding; Delay effects; Error analysis; Fading; Information analysis; Mobile communication; Performance analysis; Probability; Queueing analysis; Transmitters; Batch service; delay effects; diversity; error analysis; fading channels; large deviations; queueing analysis;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2008.2010005