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
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;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2014.032514.131342