The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Dec. 30, 2025

Filed:

Jun. 30, 2025
Applicants:

Mohammad Ashiqur Rahman, Miami, FL (US);

Kemal Akkaya, Miami, FL (US);

Muneeba Asif, Miami, FL (US);

Inventors:

Mohammad Ashiqur Rahman, Miami, FL (US);

Kemal Akkaya, Miami, FL (US);

Muneeba Asif, Miami, FL (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B64D 45/00 (2006.01); B64U 10/10 (2023.01); B64U 101/15 (2023.01);
U.S. Cl.
CPC ...
B64D 45/0015 (2013.01); B64U 10/10 (2023.01); B64U 2101/15 (2023.01); B64U 2201/10 (2023.01);
Abstract

Systems and methods are provided for control and intrusion detection in unmanned aerial vehicles (UAVs). Pulse width modulation (PWM) signals can be used as both control indicators and a basis for intrusion detection. PWM signals can be monitored to detect irregularities that may signify potential intrusions, capitalizing on the predictable nature of PWM signal patterns under normal operating conditions, where deviations can indicate an attack. By analyzing these variations in real time, anomalies can be detected to prevent or inhibit further compromising of the UAV hardware. Also, PWM data can be fused with control inputs to enhance system responsiveness, creating a robust, adaptive intrusion detection system that maintains UAV hardware integrity and safeguards mission-critical functions even in adversarial environments.


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