Blind Over-the-Air Computation and Data Fusion via Provable Wirtinger Flow

Over-the-air computation (AirComp) shows great promise to support fast data fusion in Internet-of-Things (IoT) networks. AirComp typically computes desired functions of distributed sensing data by exploiting superposed data transmission in multiple access channels. To overcome its reliance on channe...

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Veröffentlicht in:	IEEE transactions on signal processing 2020, Vol.68, p.1136-1151
Hauptverfasser:	Dong, Jialin, Shi, Yuanming, Ding, Zhi
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms bilinear measurements Computational geometry Computational modeling Convergence Convexity data fusion Data integration Data transmission Estimation error Internet of Things Iterative methods Machine learning Optimization Over-the-air computation random initialization regularization-free Smoothness State (computer science) Wireless communication Wireless sensor networks Wirtinger flow
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