no code implementations • 19 Oct 2023 • Xiaolong Tu, Anik Mallik, Dawei Chen, Kyungtae Han, Onur Altintas, Haoxin Wang, Jiang Xie
In this paper, we conduct a threefold study, including energy measurement, prediction, and efficiency scoring, with an objective to foster transparency in power and energy consumption within deep learning across various edge devices.
1 code implementation • 11 Feb 2023 • Ceyhun D. Ozkaptan, Haocheng Zhu, Eylem Ekici, Onur Altintas
Large-scale deployment of connected vehicles with cooperative sensing and maneuvering technologies increases the demand for vehicle-to-everything communication (V2X) band in 5. 9 GHz.
no code implementations • 25 Sep 2021 • Ceyhun D. Ozkaptan, Eylem Ekici, Chang-Heng Wang, Onur Altintas
While multiple-input and multiple-output (MIMO) communication with multiple users enables independent data streaming for high throughput, MIMO radar processing provides high-resolution imaging that is crucial for safety-critical systems.
no code implementations • 23 Apr 2020 • Shunsuke Aoki, Takamasa Higuchi, Onur Altintas
In this paper, we present a cooperative perception scheme with deep reinforcement learning to enhance the detection accuracy for the surrounding objects.