jUAV:实时Java无人机自动驾驶仪

Adam Czerniejewski, Karthik Dantu, Lukasz Ziarek
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引用次数: 4

摘要

计算、传感和控制方面的最新发展使复杂的机器人自主系统得以发展。大多数这样的堆栈涉及时间关键任务,如飞行器控制/避免碰撞和一些非关键任务,如传感器处理和估计。这种软件的绝大多数是用C/ c++等低级语言编写的,没有正式的平台支持对时效性需求的表达,需要开发人员手动调整算法并手动验证其有效性。然而,其他嵌入式实时(RT)系统已经成功地利用更高级别的语言,如Java(及其RT变体)来实现时效性规范。这样的平台允许开发人员指定他们的需求,平台确保他们得到满足,允许开发人员专注于算法开发,而不是如何影响关键系统的时效性。在这项工作中,我们将一种名为Paparazzi UAV的流行无人机(UAV)自动驾驶仪移植到Java和Java实时规范(RTSJ)。在模拟中,我们演示了通过利用RT Java虚拟机(JVM)(它使用实时操作系统(RTOS)调度),与标准JVM相比,可以实现可预测的时效性。
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jUAV: A Real-Time Java UAV Autopilot
Recent developments in computing, sensing, and control have enabled the development of complex robot autonomy systems. Most such stacks involve time-critical tasks such as aerial vehicle control/collision avoidance and several noncritical tasks such as sensor processing and estimation. The vast majority of this software is written in low-level languages such as C/C++ with no formal platform support for expression of timeliness requirements requiring the developer hand-tunes algorithms and manually verify their effectiveness. However, other embedded real-time (RT) systems have successfully leveraged higher level languages such as Java (and its RT variants) for timeliness specification. Such platforms allow developers to specify their requirements and the platform ensures they are met, allowing the developer to focus on algorithm development rather then how they may affect critical system timeliness. In this work, we port a popular Unmanned Aerial Vehicle (UAV) autopilot called Paparazzi UAV to Java and the Real-Time Specification for Java (RTSJ). In simulation, we demonstrate that by leveraging a RT Java Virtual Machine (JVM), which uses Real-Time Operating System (RTOS) scheduling, predictable timeliness can be achieved when compared to a standard JVM.
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