Amplitude-adaptive spread-spectrum data embedding

被引:2
|
作者
Li, Ming [1 ]
Liu, Qian [2 ]
Guo, Yanqing [1 ]
Wang, Bo [1 ]
Kong, Xiangwei [1 ]
机构
[1] Dalian Univ Technol Dalian, Sch Informat & Commun Engn, Liaoning 116024, Peoples R China
[2] SUNY Buffalo, Dept Comp Sci & Engn, Buffalo, NY 14260 USA
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
spread spectrum communication; error statistics; data handling; additive spread-spectrum data embedding; transform-domain host data; equal-amplitude modulated carrier; symbol bits; error probability; amplitude-adaptive SS embedding scheme; symbol-by-symbol adaptive amplitude allocation algorithms; amplitude optimisation; bit-error-rate; receiver BER; multicarrier embedding; multimessage embedding; BINARY IMAGE; WATERMARKING; DESIGN; INFORMATION; CAPACITY; SCHEME;
D O I
10.1049/iet-ipr.2015.0128
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this study, the authors consider additive spread-spectrum (SS) data embedding in transform-domain host data. Conventional additive SS embedding schemes use an equal-amplitude modulated carrier to deposit one information symbol across a group of host data coefficients which act as interference to SS signal of interest. If there is a flexibility of assigning different amplitudes across symbol bits, the probability of error can be further reduced by adaptively allocating amplitude to each symbol bit based on its own host/interference. In this study, they present a novel amplitude-adaptive SS embedding scheme. Particularly, symbol-by-symbol adaptive amplitude allocation algorithms are developed to compensate for the impact from the known interference. They aim at designing the SS embedding amplitude for each symbol adaptively in order to minimise the receiver bit-error-rate (BER) at any given distortion level. Then, optimised amplitude allocation for multi-carrier/multi-message embedding in the same host data is studied as well. Finally, they consider the problem of amplitude optimisation for an ideal scenario where no external noise is introduced during embedding and transmission. Extensive experimental results illustrate that the proposed amplitude-adaptive SS embedding scheme can provide order-of-magnitude performance improvement over several other state-of-the-art SS embedding schemes.
引用
收藏
页码:138 / 148
页数:11
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