DocumentCode
64429
Title
Energy-Efficient Prefix-Free Codes for Wireless Nano-Sensor Networks Using OOK Modulation
Author
Kaikai Chi ; Yi-hua Zhu ; Xiaohong Jiang ; Leung, Victor C. M.
Author_Institution
Sch. of Comput. Sci. & Technol., Zhejiang Univ. of Technol., Hangzhou, China
Volume
13
Issue
5
fYear
2014
fDate
May-14
Firstpage
2670
Lastpage
2682
Abstract
Wireless nano-sensor networks (WNSNs), which consist of nano-sensors a few hundred nanometers in size with the capability to detect and sense new types of events in nano-scale, are promising for many unique applications such as air pollution surveillance. The nano-sensors of WNSNs are highly energy-constrained, which makes it essential to develop energy-efficient communication techniques in such networks. In this paper, we focus on WNSNs employing on-off keying (OOK) modulation, whereby transmission energy minimization corresponds to the minimization of average codeword weight (ACW). We formulate an integer nonlinear programming problem to construct prefix-free codes with minimum ACW under the constraint of average codeword length (ACL) so as to minimize the transmission energy consumption while guaranteeing the throughput larger than a preset desired value. In addition, two efficient algorithms, called binary tree based weight decreasing (BT-WD) algorithm and binary tree based length decreasing (BT-LD) algorithm, are presented for constructing low-ACW prefix-free codes. The effectiveness of the proposed algorithms is verified through simulations and comparisons with the exhaustive search method. Compared with the available fixed-length low-weight codes, the designed prefix-free variable-length codes allow us to not only control the throughput more flexibly but also achieve lower transmission energy consumption in the scenarios with low or medium bit error rates.
Keywords
amplitude shift keying; binary codes; error statistics; integer programming; minimisation; nanosensors; network coding; nonlinear programming; power consumption; search problems; trees (mathematics); variable length codes; wireless sensor networks; ACL; ACW prefix free codes; BT-LD algorithm; BT-WD algorithm; OOK modulation; WNSN; average codeword length; average codeword weight; binary tree based length decreasing; binary tree based weight decreasing; bit error rate; energy constrained nanosensor; energy efficient communication technique; energy efficient prefix free code; exhaustive search method; integer nonlinear programming problem; on-off keying modulation; prefix free variable length codes; throughput; transmission energy consumption minimization; wireless nanosensor network; Algorithm design and analysis; Binary trees; Encoding; Energy consumption; Modulation; Nanobioscience; Wireless communication; OOK modulation; Wireless nano-sensor network; prefix-free code; transmission energy saving;
fLanguage
English
Journal_Title
Wireless Communications, IEEE Transactions on
Publisher
ieee
ISSN
1536-1276
Type
jour
DOI
10.1109/TWC.2014.032514.131342
Filename
6783668
Link To Document