Title :
Analog Error Correction Codes Based on Chaotic System: The 2-Dimensional Tent Codes
Author :
Xing Hu ; Lin-hua Ma ; Le Ru ; Song Zhang
Author_Institution :
Sch. of Aeronaut. & Astronaut. Eng., Air Force Eng. Univ., Xi´an, China
Abstract :
In low signal-to-noise ratio (SNR) scenarios, image wireless transmission is often interrupted due to the "threshold effect" in traditional digital communication system. Fortunately, it can be avoided in analog communication system, owing to its feature of linear degradation to noise. And to design the efficient analog error correction codes is the key to achieve high fidelity image. Considering problems such as low code rate and high encoding and decoding complexity of the existing analog codes, the efficient analog codes based on 2-dimensional tent map are proposed. The new 2-dimensional tent map is built by extending the one-dimensional tent map. The proposed 2-dimensional tent codes perform better than the existing mirrored baker\´s codes. Simulation results show that compared with the mirrored baker\´s codes, the peak signal to noise ratio (PSNR) of image can get the gain of more than 3dB, the code rate is doubled, and the encoding and decoding complexity decreases greatly.
Keywords :
decoding; error correction codes; image coding; parity check codes; visual communication; 1D tent map; 2D tent codes; 2D tent map; analog error correction codes; chaotic system; decoding complexity; encoding complexity; high fidelity image; low code rate; mirrored bakers codes; peak signal to noise ratio; Chaotic communication; Decoding; Encoding; Error correction codes; Image reconstruction; Signal to noise ratio; 2-dimensional tent codes; LDPC codes; analog communication system; image transmission; the mirrored baker´s codes;
Conference_Titel :
Wireless Communication and Sensor Network (WCSN), 2014 International Conference on
Print_ISBN :
978-1-4799-7090-2
DOI :
10.1109/WCSN.2014.13