Due to the low complexity in arithmetic unit design, stochastic computing (SC) has attracted considerable interest implement Artificial Neural Networks (ANNs) for resources-limited applications, because ANNs must usually perform a large number of operations. To attain high computation accuracy an SC-based ANN, extended logic is utilized together with standard SC units and thus, divider required...

This work proposes a perception system for autonomous vehicles and advanced driver assistance specialized on unpaved roads off-road environments. In this research, the authors have investigated behavior of Deep Learning algorithms applied to semantic segmentation environments under differents adverse conditions visibility. Almost 12,000 images different were collected labeled. It was assembled ...

Optical phase measurement is critical for many applications, and traditional approaches often suffer from mechanical instability, temporal latency, computational complexity. In this paper, we describe compact sensor arrays based on integrated photonics, which enable accurate scalable reference-free sensing in a few steps. This achieved by connecting multiple two-port sensors into graph to measu...

Consider $n$ nodes communicating over an unreliable broadcast channel. Each node has a single packet that needs to be communicated all other nodes. Time is slotted, and time slot long enough for each one packet. reaches random subset ...

Wireless communication is becoming more and more important in today’s world. We rely on radio transmission for audio/video broadcasts, telecommunication, satellite navigation, security systems and many wireless sensor devices. These communication systems use reserved parts of the frequency spectrum, to ensure low interference between transmitters and receivers of different communication systems...