Search Results for author: Chengpeng Hao

Found 6 papers, 0 papers with code

EM-based Algorithm for Unsupervised Clustering of Measurements from a Radar Sensor Network

no code implementations4 May 2024 Linjie Yan, Pia Addabbo, Nicomino Fiscante, Carmine Clemente, Chengpeng Hao, Gaetano Giunta, Danilo Orlando

This paper deals with the problem of clustering data returned by a radar sensor network that monitors a region where multiple moving targets are present.

Clustering

Classification Schemes for the Radar Reference Window: Design and Comparisons

no code implementations16 Feb 2023 Chaoran Yin, Linjie Yan, Chengpeng Hao, Silvia Liberata Ullo, Gaetano Giunta, Alfonso Farina, Danilo Orlando

In this paper, we address the problem of classifying data within the radar reference window in terms of statistical properties.

Innovative Cognitive Approaches for Joint Radar Clutter Classification and Multiple Target Detection in Heterogeneous Environments

no code implementations8 Jul 2022 Linjie Yan, Sudan Han, Chengpeng Hao, Danilo Orlando, Giuseppe Ricci

The joint adaptive detection of multiple point-like targets in scenarios characterized by different clutter types is still an open problem in the radar community.

Clutter Edges Detection Algorithms for Structured Clutter Covariance Matrices

no code implementations3 Feb 2022 Tianqi Wang, Da Xu, Chengpeng Hao, Pia Addabbo, Danilo Orlando

This letter deals with the problem of clutter edge detection and localization in training data.

Edge Detection

Adaptive Detection of Dim Maneuvering Targets in Adjacent Range Cells

no code implementations7 Mar 2021 Sheng Yan, Pia Addabbo, Chengpeng Hao, Danilo Orlando

This letter addresses the detection problem of dim maneuvering targets in the presence of range cell migration.

Adaptive Radar Detection and Classification Algorithms for Multiple Coherent Signals

no code implementations23 Dec 2020 Sudan Han, Linjie Yan, Yuxuan Zhang, Pia Addabbo, Chengpeng Hao, Danilo Orlando

In this paper, we address the problem of target detection in the presence of coherent (or fully correlated) signals, which can be due to multipath propagation effects or electronic attacks by smart jammers.

General Classification

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