CrossNet: Joint Channel Estimation and Localization in Deep Learning Method
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Communications Letters"
DOI: 10.1109/lcomm.2025.3543579
Abstract: This letter proposes CrossNet, a novel deep learning (DL) approach for joint channel estimation and outdoor localization. Similar to fingerprint methods that utilize features such as angle of arrival (AoA) and receive signal strength indicator… read more here.
Keywords: deep learning; crossnet; localization; channel estimation ... See more keywords
CrossNet: A Low-Latency MLaaS Framework for Privacy-Preserving Neural Network Inference on Resource-Limited Devices
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Dependable and Secure Computing"
DOI: 10.1109/tdsc.2024.3431590
Abstract: With the development of cryptographic tools such as Fully Homomorphic Encryption (FHE) and secure Multiparty Computation (MPC), privacy-preserving Machine Learning as a Service (MLaaS) has gained attractiveness for its security when it comes to utilizing… read more here.
Keywords: privacy preserving; crossnet; inference; mlaas ... See more keywords