Search Results - "Bocus, Mohammud J."

Multimodal sensor fusion in the latent representation space by Piechocki, Robert J., Wang, Xiaoyang, Bocus, Mohammud J.

“…A new method for multimodal sensor fusion is introduced. The technique relies on a two-stage process. In the first stage, a multimodal generative model is…”
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A comprehensive ultra-wideband dataset for non-cooperative contextual sensing by Bocus, Mohammud J., Piechocki, Robert

“…Nowadays, an increasing amount of attention is being devoted towards passive and non-intrusive sensing methods. The prime example is healthcare applications,…”
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OPERAnet, a multimodal activity recognition dataset acquired from radio frequency and vision-based sensors by Bocus, Mohammud J., Li, Wenda, Vishwakarma, Shelly, Kou, Roget, Tang, Chong, Woodbridge, Karl, Craddock, Ian, McConville, Ryan, Santos-Rodriguez, Raul, Chetty, Kevin, Piechocki, Robert

“…This paper presents a comprehensive dataset intended to evaluate passive Human Activity Recognition (HAR) and localization techniques with measurements…”
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Self‐supervised multimodal fusion transformer for passive activity recognition by Koupai, Armand K., Bocus, Mohammud J., Santos‐Rodriguez, Raul, Piechocki, Robert J., McConville, Ryan

“…The pervasiveness of Wi‐Fi signals provides significant opportunities for human sensing and activity recognition in fields such as healthcare. The sensors most…”
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Translation Resilient Opportunistic WiFi Sensing by Bocus, Mohammud J., Li, Wenda, Paulavicius, Jonas, McConville, Ryan, Santos-Rodriguez, Raul, Chetty, Kevin, Piechocki, Robert

“…Passive wireless sensing using WiFi signals has become a very active area of research over the past few years. Such techniques provide a cost-effective and…”
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Multi-Scale Feature Fusion: Learning Better Semantic Segmentation For Road Pothole Detection by Fan, Jiahe, Bocus, Mohammud J., Hosking, Brett, Wu, Rigen, Liu, Yanan, Vityazev, Sergey, Fan, Rui

“…This paper presents a novel pothole detection approach based on single-modal semantic segmentation. It first extracts visual features from input images using a…”
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Passive Unsupervised Localization and Tracking using a Multi-Static UWB Radar Network by Bocus, Mohammud J., Piechocki, Robert J.

“…The indoor localization and tracking of objects and humans with high accuracy is becoming increasingly important in a number of applications including…”
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Road Defect Detection Based on Semantic Transformed Disparity Image Segmentation by Wang, Li, Shi, Wenbo, Zhu, Haozhe, Zhang, Denghuang, Zhang, Yikang, Fan, Jiahe, Bocus, Mohammud J.

“…Road defects can severely affect the safety of road users and vehicle conditions. Over the past decade, due to the limited amount of labeled training data,…”
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On CSI and Passive Wi-Fi Radar for Opportunistic Physical Activity Recognition by Li, Wenda, Bocus, Mohammud Junaid, Tang, Chong, Piechocki, Robert J., Woodbridge, Karl, Chetty, Kevin

“…The use of Wi-Fi signals for human sensing has gained significant interest over the past decade. Such techniques provide affordable and reliable solutions for…”
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Non-Orthogonal Multiple Access (NOMA) for Underwater Acoustic Communication by Bocus, Mohammud J., Agrafiotis, Dimitris, Doufexi, Angela

“…In this paper we investigate the application of the non-orthogonal multiple access (NOMA) technique for multiuser underwater acoustic (UWA) communication. The…”
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UWB and WiFi Systems as Passive Opportunistic Activity Sensing Radars by Bocus, Mohammud J., Chetty, Kevin, Piechocki, Robert J.

“…Human Activity Recognition (HAR) is becoming increasingly important in smart homes and healthcare applications such as assisted-living and remote health…”
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MU-Massive MIMO for UWA Communication by Bocus, Mohammud J., Doufexi, Angela, Agrafiotis, Dimitris

“…The present paper considers the application of massive multiple-input multiple-output (MIMO) to a multi-user (MU) underwater acoustic (UWA) communication…”
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Real-time video transmission using massive MIMO in an underwater acoustic channel by Bocus, Mohammud J., Agrafiotis, Dimitris, Doufexi, Angela

“…In this paper we propose to use massive multiple-input multiple-output (MIMO) systems in order to boost the throughput over a 1000 m vertically-configured…”
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Streamlining Multimodal Data Fusion in Wireless Communication and Sensor Networks by Bocus, Mohammud J, Wang, Xiaoyang, Piechocki, Robert. J

“…This paper presents a novel approach for multimodal data fusion based on the Vector-Quantized Variational Autoencoder (VQVAE) architecture. The proposed method…”
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Multimodal sensor fusion in the latent representation space by Piechocki, Robert J, Wang, Xiaoyang, Bocus, Mohammud J

“…A new method for multimodal sensor fusion is introduced. The technique relies on a two-stage process. In the first stage, a multimodal generative model is…”
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Underwater Acoustic Video Transmission Using MIMO-FBMC by Bocus, Mohammud J., Agrafiotis, Dimitris, Doufexi, Angela

“…In this paper we assess the transmission of a standard definition (SD) video over a 1000 m vertical time-varying underwater acoustic channel (UAC) using…”
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Self-Supervised WiFi-Based Activity Recognition by Bocus, Mohammud J., Lau, Hok-Shing, McConville, Ryan, Piechocki, Robert J., Santos-Rodriguez, Raul

“…Traditional approaches to activity recognition involve the use of wearable sensors or cameras in order to recognise human activities. In this work, we extract…”
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We Learn Better Road Pothole Detection: from Attention Aggregation to Adversarial Domain Adaptation by Fan, Rui, Wang, Hengli, Bocus, Mohammud J, Liu, Ming

“…Manual visual inspection performed by certified inspectors is still the main form of road pothole detection. This process is, however, not only tedious,…”
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Performance evaluation of filterbank multicarrier systems in an underwater acoustic channel by Bocus, Mohammud J., Doufexi, Angela, Agrafiotis, Dimitris

“…This paper examines the performance of filter bank multicarrier (FBMC) systems for underwater acoustic communications. We evaluate the performance of Filtered…”
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Self-Supervised Multimodal Fusion Transformer for Passive Activity Recognition by Koupai, Armand K, Bocus, Mohammud J, Santos-Rodriguez, Raul, Piechocki, Robert J, McConville, Ryan

“…The pervasiveness of Wi-Fi signals provides significant opportunities for human sensing and activity recognition in fields such as healthcare. The sensors most…”
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