论文成果
Dolphins First: Dolphin-Aware Communications in Multi-Hop Underwater Cognitive Acoustic Networks
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- 论文类型：期刊论文
- 发表时间：2017-04-01
- 发表刊物：IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
- 收录刊物：SCIE、EI
- 文献类型：J
- 卷号：16
- 期号：4
- 页面范围：2043-2056
- ISSN号：1536-1276
- 关键字：Underwater cognitive acoustic communications; multi-hop transmission;
network optimization; Bernstein approximation; mix-integer non-linear
programming
- 摘要：Acoustic communication is the most versatile and widely used technology for underwater wireless networks. However, the frequencies used by current acoustic modems are heavily overlapped with the cetacean communication frequencies, where the man-made noise of underwater acoustic communications may have harmful or even fatal impact on those lovely marine mammals, e.g., dolphins. To pursue the environmental friendly design for sustainable underwater monitoring and exploration, specifically, to avoid the man-made interference to dolphins, in this paper, we propose a cognitive acoustic transmission scheme, called dolphin-aware data transmission (DAD-Tx), in multi-hop underwater acoustic networks. Different from the collaborative sensing approach and the simplified modeling of dolphins' activities in existing literature, we employ a probabilistic method to capture the stochastic characteristics of dolphins' communications, and mathematically describe the dolphin-aware constraint. Under dolphin-awareness and wireless acoustic transmission constraints, we further formulate the DAD-Tx optimization problem aiming to maximize the end-to-end throughput. Since the formulated problem contains probabilistic constraint and is NP-hard, we leverage Bernstein approximation and develop a three-phase solution procedure with heuristic algorithms for feasible solutions. Simulation results show the effectiveness of the proposed scheme in terms of both network performance and dolphin awareness.
