Muhammad Muaaz

882 total citations · 1 hit paper
24 papers, 572 citations indexed

About

Muhammad Muaaz is a scholar working on Biomedical Engineering, Electrical and Electronic Engineering and Aerospace Engineering. According to data from OpenAlex, Muhammad Muaaz has authored 24 papers receiving a total of 572 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Biomedical Engineering, 10 papers in Electrical and Electronic Engineering and 7 papers in Aerospace Engineering. Recurrent topics in Muhammad Muaaz's work include Indoor and Outdoor Localization Technologies (8 papers), User Authentication and Security Systems (6 papers) and Advanced SAR Imaging Techniques (6 papers). Muhammad Muaaz is often cited by papers focused on Indoor and Outdoor Localization Technologies (8 papers), User Authentication and Security Systems (6 papers) and Advanced SAR Imaging Techniques (6 papers). Muhammad Muaaz collaborates with scholars based in Norway, Austria and Finland. Muhammad Muaaz's co-authors include René Mayrhofer, Matthias Pätzold, Ali Chelli, Rainhard Dieter Findling, Claudia Nickel, Filippo Sanfilippo, Syed Muhammad Salman Bukhari, Muhammad Hamza Zafar, Mohamad Abou Houran and Syed Kumayl Raza Moosavi and has published in prestigious journals such as IEEE Access, Sensors and IEEE Sensors Journal.

In The Last Decade

Muhammad Muaaz

23 papers receiving 548 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Secure and privacy-preserving intrusion detection in wireless sensor networks: Federated learning with SCNN-Bi-LSTM for enhanced reliability

2024 78 citations Syed Muhammad Salman Bukhari, Muhammad Hamza Zafar et al. Ad Hoc Networks profile →

Peers

Countries citing papers authored by Muhammad Muaaz

Since Specialization

Citations

This map shows the geographic impact of Muhammad Muaaz's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Muhammad Muaaz with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Muhammad Muaaz more than expected).

Fields of papers citing papers by Muhammad Muaaz

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Muhammad Muaaz. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Muhammad Muaaz. The network helps show where Muhammad Muaaz may publish in the future.

Co-authorship network of co-authors of Muhammad Muaaz

This figure shows the co-authorship network connecting the top 25 collaborators of Muhammad Muaaz. A scholar is included among the top collaborators of Muhammad Muaaz based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Muhammad Muaaz. Muhammad Muaaz is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	A Paradigm Shift From an Experimental-Based to a Simulation-Based Framework Using Motion-Capture Driven MIMO Radar Data Synthesis 2024 ·IEEE Sensors Journal ·(unknown), Muhammad Muaaz, Stephan Sigg, Matthias Pätzold	3
2	Secure and privacy-preserving intrusion detection in wireless sensor networks: Federated learning with SCNN-Bi-LSTM for enhanced reliability breakdown → 2024 ·Ad Hoc Networks ·Syed Muhammad Salman Bukhari, Muhammad Hamza Zafar, Mohamad Abou Houran, Syed Kumayl Raza Moosavi, Majad Mansoor, Muhammad Muaaz, Filippo Sanfilippo	78
3	Direction-Independent Human Activity Recognition Using a Distributed MIMO Radar System and Deep Learning 2023 ·IEEE Sensors Journal ·(unknown), Muhammad Muaaz, Matthias Pätzold	18
4	Orientation-Independent Human Activity Recognition Using Complementary Radio Frequency Sensing 2023 ·Sensors ·Muhammad Muaaz, (unknown), Matthias Pätzold	9
5	Human Activity Signatures Captured under Different Directions Using SISO and MIMO Radar Systems 2022 ·Applied Sciences ·(unknown), Muhammad Muaaz, Matthias Pätzold	9
6	Wi-Sense: a passive human activity recognition system using Wi-Fi and convolutional neural network and its integration in health information systems 2021 ·Annals of Telecommunications ·Muhammad Muaaz, Ali Chelli, Martin Gerdes, Matthias Pätzold	43
7	The Transfer Function of Non-Stationary Indoor Channels and its Relationship to System Functions of LFMCW Radars 2021 ·(unknown), (unknown), Muhammad Muaaz, Matthias Pätzold	7
8	On the Estimation of the Radial Distance of a Moving Person in Indoor Environments from the Demodulated Response of LFMCW Radars 2021 ·(unknown), Muhammad Muaaz, (unknown), Matthias Pätzold	0
9	ActRec: A Wi-Fi-Based Human Activity Recognition System 2020 ·Ali Chelli, Muhammad Muaaz, Matthias Pätzold	2
10	WiHAR: From Wi-Fi Channel State Information to Unobtrusive Human Activity Recognition 2020 ·Muhammad Muaaz, Ali Chelli, Matthias Pätzold	12
11	CORMORANT 2019 ·Aaltodoc (Aalto University) ·(unknown), (unknown), (unknown), Rainhard Dieter Findling, Muhammad Muaaz, (unknown), (unknown), René Mayrhofer	2
12	CORMORANT 2019 ·Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies ·(unknown), (unknown), (unknown), Rainhard Dieter Findling, Muhammad Muaaz, (unknown), Eckhard Koch, René Mayrhofer	14
13	Accelerometer based Gait Recognition using Adapted Gaussian Mixture Models 2016 ·Muhammad Muaaz, René Mayrhofer	11
14	ShakeUnlock: Securely Transfer Authentication States Between Mobile Devices 2016 ·IEEE Transactions on Mobile Computing ·Rainhard Dieter Findling, Muhammad Muaaz, (unknown), René Mayrhofer	18
15	Cormorant 2015 ·(unknown), Rainhard Dieter Findling, Muhammad Muaaz, Eckhard Koch, René Mayrhofer	12
16	ShakeUnlock 2014 ·Rainhard Dieter Findling, Muhammad Muaaz, (unknown), René Mayrhofer	12
17	Orientation Independent Cell Phone Based Gait Authentication 2014 ·Muhammad Muaaz, René Mayrhofer	29
18	Diversity in locked and unlocked mobile device usage 2014 ·(unknown), Rainhard Dieter Findling, Muhammad Muaaz, (unknown), René Mayrhofer	23
19	An Analysis of Different Approaches to Gait Recognition Using Cell Phone Based Accelerometers 2013 ·Muhammad Muaaz, René Mayrhofer	51
20	Influence of different walking speeds and surfaces on accelerometer-based biometric gait recognition 2012 ·Muhammad Muaaz, Claudia Nickel	32

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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