Title :
Joint lossless-source and channel coding using ARQ/go-back-(N, M) for image transmission
Author :
He, Bin ; Elmasry, George F. ; Manikopoulos, Constantine N.
Author_Institution :
Dept. of Electr. & Comput. Eng., New Jersey Inst. of Technol., Newark, NJ, USA
Abstract :
The paper introduces a new transmission protocol that uses a joint lossless-source and channel coding scheme (JARQ). This protocol utilizes the self-synchronization property of lossless compression to generate indications of errors in the received data. This approach assures the reconstruction of images that were compressed in a lossless fashion and transmitted over a packet switched network, regardless of the error pattern that occurred during transmission. This new protocol is referred to as go-back-(N, M) JARQ. We evaluate the protocol by analyzing its throughput, and present simulation results that compare its throughput with those of conventional ARQ protocols. Using still images, we find significant gain in throughput performance for our go-back-(N, M) protocol, especially in moderate to low BERs, compared with that of the conventional go-back-N protocol. Moreover, by including packet combining, we find large throughput gains at low BERs, as well. This gain is realized for both random and burst errors. This approach provides: an increase in the code rate; a clear indication of error propagation; insensitivity to the type of error pattern - random or burst.
Keywords :
automatic repeat request; combined source-channel coding; error correction; error statistics; image coding; image reconstruction; packet switching; protocols; synchronisation; visual communication; BER; burst errors; code rate; error propagation; error recovery; go-back-N ARQ scheme; image reconstruction; image transmission; joint lossless-source-channel coding; joint source-channel coding; lossless compression; packet combining; packet switched network; random errors; self-synchronization; throughput; transmission error pattern; transmission protocol; Analytical models; Automatic repeat request; Channel coding; Image coding; Image communication; Image reconstruction; Packet switching; Propagation losses; Protocols; Throughput;
Journal_Title :
Image Processing, IEEE Transactions on
DOI :
10.1109/TIP.2003.819657