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Handling Interdependent Values in an Auction Mechanism for Bandwidth Allocation in Tactical Data Networks

机译:在战术数据网络中用于带宽分配的拍卖机制中处理相互依赖的值

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摘要

We consider a tactical data network with limited bandwidth, in which each agent is tracking objects and may have value for receiving data from other agents. The agents are self-interested and would prefer to receive data than share data. Each agent has private information about the quality of its data and can misreport this quality and degrade or otherwise decline to share its data. The problem is one of interdependent value mechanism design because the value to one agent for the broadcast of data on an object depends on the quality of the data, which is privately known to the sender. A recent two-stage mechanism due to Mezzetti (2004) can be modified to our setting. Our mechanism achieves efficient bandwidth allocation and provides incentive compatibility by conditioning payments on the realized value for data shared between agents.
机译:我们考虑一种带宽有限的战术数据网络,其中每个代理都在跟踪对象,并且可能具有从其他代理接收数据的价值。代理是自私的,宁愿接收数据而不是共享数据。每个代理都有关于其数据质量的私人信息,并且可能会误报此质量并降低或拒绝共享其数据。问题是相互依赖的价值机制设计之一,因为对于一个代理来说,用于在对象上广播数据的价值取决于数据的质量,这对于发送者是众所周知的。 Mezzetti(2004)提出的最近的两阶段机制可以修改为我们的设置。我们的机制通过根据代理之间共享的数据的实现值进行付款来实现有效的带宽分配并提供激励兼容性。

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