DocumentCode
3079175
Title
DWT based optimal power allocation schemes for scalable video transmission in OFDM based cognitive radio systems
Author
Kumar, Ajit ; Jagannatham, Aditya K.
Author_Institution
Dept. of Electr. Eng., Indian Inst. of Technol. Kanpur, Kanpur, India
fYear
2012
fDate
7-9 Dec. 2012
Abstract
In this paper, we propose and investigate the performance of optimal power loading algorithms towards scalable video transmission over an Orthogonal Frequency Division Multiplexing (OFDM) based Cognitive radio (CR) system. The proposed power allocation scheme minimizes the overall video distortion while restricting secondary user interference. For this purpose, we employ the two level Daubechies wavelet D2 to encode the video as a layered scalable stream comprising of one Base layer and several enhancement layers. The coded video layers are assigned to the secondary OFDM subcarriers of the CR user. A convex optimization framework is developed for video distortion as a function of the subcarrier power allocation. We employ this framework and derive a closed form expression towards the optimal power allocation for video quality maximization. We also propose a low complexity scheme for near optimal video transmission. The performances of the proposed optimal schemes are compared in terms of the Peak Signal to Noise Ratio (PSNR) of the received video stream in the OFDM CR wireless system. Presented numerical results demonstrate that the proposed optimal scheme results in a significantly enhanced PSNR of video transmission compared to the competing scalable and non-scalable schemes.
Keywords
OFDM modulation; cognitive radio; convex programming; discrete wavelet transforms; radiofrequency interference; video coding; video communication; DWT; Daubechies wavelet; OFDM CR wireless system; base layer; coded video layer; cognitive radio system; convex optimization framework; enhancement layer; optimal power allocation scheme; optimal power loading algorithm; orthogonal frequency division multiplexing; scalable video transmission; secondary user interference; subcarrier power allocation; video distortion; video quality maximization; Interference; OFDM; PSNR; Resource management; Streaming media; Video sequences; Wireless communication;
fLanguage
English
Publisher
ieee
Conference_Titel
India Conference (INDICON), 2012 Annual IEEE
Conference_Location
Kochi
Print_ISBN
978-1-4673-2270-6
Type
conf
DOI
10.1109/INDCON.2012.6420583
Filename
6420583
Link To Document