Title :
Analysis of Image Transmission for Wireless Sensor Networks in the Mine Tunnel
Author :
Jing Zhang ; Erbao He ; Xiaoqian Zheng
Author_Institution :
Sch. of Mech. & Electr. Eng., Guizhou Normal Univ., Guiyang, China
Abstract :
The research aimed to use Wireless Sensor Networks(WSNs) applying in the mine tunnel environmental monitoring. The wireless sensor node has a camera which can transmit live image signal in order to monitor the status in the mine tunnel when an exception occurs that the wireless sensor nodes perceived such as humidity increases, gas concentration increases, etc. The quality of image signal depends on Group of Pictures (GOP) structure and Quantization Scale(Qscale). In this paper, the effects of the GOP length and Qscale to the image quality for wireless sensor networks in the mine tunnel are investigated. The encoded image signal converted in to trace files using the tools-MyEvalvid-NT, and then run in a simulated network environment -NS2. The image files which the sink node received are examined in terms of average PSNR. The simulation results indicate that in range of setting parameters, by increasing the GOP length and the value of Qscale, the average PSNR decreases gradually, the image quality is worse, which is significant for our future research on wireless sensor networks applying in the mine tunnel environmental monitoring.
Keywords :
environmental monitoring (geophysics); geophysical image processing; humidity; image coding; quantisation (signal); tunnels; wireless sensor networks; GOP length; MyEvalvid-NT; Qscale; WSN; group-of-pictures structure; image signal quality; image transmission analysis; increase gas concentration; increase humidity; mine tunnel environmental monitoring; quantization scale; trace files; wireless sensor networks; wireless sensor node; Ad hoc networks; Fuel processing industries; Image communication; Monitoring; PSNR; Wireless communication; Wireless sensor networks; image transmission; mine tunnel; wireless sensor networks;
Conference_Titel :
Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), 2013 International Conference on
Conference_Location :
Beijing
DOI :
10.1109/CyberC.2013.62