DocumentCode :
261357
Title :
High-resolution image transmission over MIMO-OFDM E-SDM system with JSCC
Author :
Tashiro, Koji ; Lanante, Leonardo ; Kurosaki, Masayuki ; Ochi, Hiroshi
Author_Institution :
Dept. of Comput. Sci. & Electron., Kyushu Inst. of Technol., Fukuoka, Japan
fYear :
2014
fDate :
7-10 Sept. 2014
Firstpage :
379
Lastpage :
383
Abstract :
In this paper, we propose a joint source-channel coding (JSCC) scheme for wireless image transmission over IEEE 802.11ac system. JSCC is a coding technique where both source and channel characteristics are considered. In a multiple-input multiple-output (MIMO) system based on an eigenbeam-space division multiplexing (E-SDM) technique, signal-to-noise ratio (SNR) of each spatial stream varies because it depends on the corresponding singular value of the MIMO channel matrix. Then, we propose the JSCC method which utilizes both the characteristics of the E-SDM and scalable image coding. The proposed algorithm adaptively allocates bit strings of a scalable image to both subcarriers and spatial streams on the physical (PHY) layer. High performance in image quality is attained since the proposed method improves peak signal-to-noise ratio (PSNR) of the image by around 10dB in average. In addition, it also achieves low latency due to no retransmission on medium access control (MAC) layer. The maximum improvement in average PSNR is approximately 15dB compared to a conventional method. The average PSNR performance reaches 40dB when SNR is higher than 17.5dB. The proposed method is capable of stable real-time transmission of high-resolution images even in a bad channel state.
Keywords :
MIMO communication; OFDM modulation; combined source-channel coding; image coding; image resolution; matrix algebra; space division multiplexing; E-SDM technique; IEEE 802.11ac system; JSCC scheme; MAC layer; MIMO channel matrix; MIMO-OFDM E-SDM system; PSNR; bit strings; eigenbeam-space division multiplexing technique; image quality; joint source-channel coding scheme; medium access control layer; multiple-input multiple-output system; peak signal-to-noise ratio; physical layer; scalable image coding; spatial stream; wireless image transmission; Forward error correction; MIMO; PSNR; Resource management; Streaming media; Wireless communication;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Consumer Electronics ??? Berlin (ICCE-Berlin), 2014 IEEE Fourth International Conference on
Conference_Location :
Berlin
Type :
conf
DOI :
10.1109/ICCE-Berlin.2014.7034243
Filename :
7034243
Link To Document :
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