基于OFDM无线电的机器人应用范围和方向传感器

Rakshith Shetty, Prasanna Sethuraman
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摘要

构建自主机器人的基本问题之一是感知和重建其环境,这传统上是通过使用相机,激光,声纳或雷达的传感系统来实现的。本文提出了一种基于正交频分复用(OFDM)的无线电环境感知技术。我们的解决方案是在机器人上使用OFDM无线发射器,比如Wi-Fi发射器,发射信号,然后被障碍物反射回来,反射的信号被机载接收器捕获。接收机分析输入信号的多径延迟和每个可解析多径分量的到达角。到达角估计是在不使用大型天线阵列的情况下实现的,但有一个迭代的角度估计机制,可以只使用两个接收天线。由此产生的距离传感器可以通过分析一个接收到的Wi-Fi数据包来检测多个方向和多个距离的障碍物。然后通过结合机器人从不同位置估计的不同地图实例来改进生成的障碍物地图。这种传感器的优点包括扫描时间非常快,而且由于我们可以重用无处不在的Wi-Fi无线电来传输OFDM信号,因此与传统的距离传感器相比,传感器的成本要低得多。
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OFDM radio based range and direction sensor for robotics applications
One of the fundamental problems in building an autonomous robot is the perception and reconstruction of its environment, which is traditionally achieved with sensory systems that use camera, laser, sonar, or radar. This paper proposes the use of an Orthogonal Frequency Division Multiplexing (OFDM) based radio to sense the environment. Our solution uses an OFDM wireless transmitter, such as the one from Wi-Fi, on the robot to transmit a signal which is then reflected back by obstacles, and the reflected signal is captured with an onboard receiver. The receiver analyzes the incoming signal for multipath delay and angles of arrival of each of these resolvable multipath components. The angle of arrival estimation is achieved without using a large antenna array at the receiver, but with an iterative angle estimation mechanism that can work with just two receive antennas. The resulting range sensor can detect obstacles at multiple directions and multiple distances by analyzing just one received Wi-Fi packet. The generated obstacle map is then improved by combining different map instances estimated by the robot from different positions. Advantages of this sensor includes very fast scan time and, since we can reuse the ubiquitous Wi-Fi radio to transmit the OFDM signal on air, the sensor cost is much lower compared to traditional range sensors.
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