水下无线传感器网络多级auv辅助定位

M. Waldmeyer, H. Tan, Winston K.G. Seah
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引用次数: 57

摘要

水下无线传感器网络(uwsn)有望支持各种民用和军事应用。只有当参考传感器的位置时,才能对感测数据进行有意义的解释,这使得定位成为一个重要问题。在地面无线传感器网络中,这可以通过每个传感器和全球定位系统(GPS)接收器之间的一系列消息交换(通过射频通信)来实现。然而,这在UWSNs中是不可行的,因为GPS信号不通过水传播。水声通信是目前最可行的水下无线通信方式。然而,水声信道具有低带宽、高传播延迟和高误码率等物理层条件恶劣的特点。此外,由于温度、压力和盐度的变化而引起的声速变化,以及水流引起的不可忽略的节点迁移率,给UWSNs的定位带来了一系列独特的挑战。在本文中,我们提出了一种多阶段auv辅助的UWSNs定位方案。该方法结合了水下航行器辅助定位的灵活性和定位精度、“静默定位”的能量效率以及基于传感器节点的k级定位提高的定位覆盖率。通过仿真,从定位覆盖、精度和通信成本三个方面对所提出方案的性能进行了评价。我们表明,虽然多级的性能改进通常以更高的通信成本为代价,但后者可以最小化,同时通过适当选择声学通信范围保持良好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-stage AUV-aided Localization for Underwater Wireless Sensor Networks
Underwater Wireless Sensor Networks (UWSNs) are expected to support a variety of civilian and military applications. Sensed data can only be interpreted meaningfully when referenced to the location of the sensor, making localization an important problem. In terrestrial WSNs, this can be achieved through a series of message exchanges (via RF communications) between each sensor and Global Positioning System (GPS) receivers. However, this is infeasible in UWSNs as GPS signals do not propagate through water. Acoustic communications is currently the most viable mode of wireless communications underwater. However, underwater acoustic channels are characterized by harsh physical layer conditions with low bandwidth, high propagation delay and high bit error rate. Moreover, the variable speed of sound, due to variations in temperature, pressure and salinity, and the nonnegligible node mobility due to water currents pose a unique set of challenges for localization in UWSNs. In this paper, we present a multi-stage AUV-aided localization scheme for UWSNs. The proposed method combines the flexibility and localization accuracy of an AUV-aided localization, the energy efficiency of "silent localization" and improved localization coverage with k-stage localization based on sensor nodes. We evaluate the performance of the proposed scheme in terms of the localization coverage, accuracy and communication costs using simulations. We show that while improved performance with multiple stages is traded off with higher communication costs in general, the latter can be minimized while maintaining good performance with an appropriate choice of the acoustic communication range.
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