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        <title>Robotic &amp; Microcontroller Educational Knowledgepage - Network of Excellence en:safeav:avt</title>
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        <title>Robotic & Microcontroller Educational Knowledgepage - Network of Excellence</title>
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        <title>Challenges Ahead</title>
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In terms of challenges, autonomy is very much in the early innings. Broadly speaking, the challenges can be split into three broad categories. First, the core technology elements within the autonomy pipeline (sensors, location services, perception, and path planning, the algorithms and methodology for demonstrating safety, and finally business economics.</description>
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As discussed earlier, generic V&amp;V process consists of testing the product under test within the ODD. This is generally done with a number of techniques. The central paradigm is to generate a test, execute the test, and have a clear criteria for correctness.  Three major styles of intelligent test generation are currently active:  physical testing, real-world seeding, and virtual testing.</description>
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Autonomy is part of the next big megatrend in electronics which is likely to change society. As a new technology, there are a large number of open research problems. These problems can be classified in four broad categories:  Autonomy hardware, Autonomy Software, Autonomy Ecosystem, and Autonomy Business models. In terms of hardware, autonomy consists of a mobility component (increasingly becoming electric), sensors, and computation.</description>
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