Open Access. Powered by Scholars. Published by Universities.®
- Discipline
-
- Engineering (3258)
- Social and Behavioral Sciences (1134)
- Electrical and Computer Engineering (896)
- Arts and Humanities (881)
- Physical Sciences and Mathematics (762)
-
- Mechanical Engineering (639)
- Civil and Environmental Engineering (636)
- Communication (622)
- Construction Engineering and Management (516)
- Education (498)
- Life Sciences (498)
- Computer Engineering (495)
- Architecture (485)
- Business (464)
- Computer Sciences (396)
- Electrical and Electronics (321)
- Operations Research, Systems Engineering and Industrial Engineering (254)
- Urban, Community and Regional Planning (241)
- Aerospace Engineering (240)
- Manufacturing (225)
- Industrial Engineering (202)
- Art and Design (199)
- Other Engineering (199)
- Power and Energy (193)
- Biomedical Engineering and Bioengineering (188)
- Sociology (180)
- Feminist, Gender, and Sexuality Studies (173)
- Other Computer Engineering (160)
- Systems and Communications (159)
- Gender, Race, Sexuality, and Ethnicity in Communication (157)
- Keyword
-
- Design (116)
- Agricultural Education (114)
- Marketing (99)
- Communication (92)
- Construction (91)
-
- Education (84)
- Sustainability (83)
- Performance Based Design (80)
- FFA (70)
- Agriculture (64)
- Curriculum (64)
- RSET (64)
- ASET (62)
- Fire Dynamics Simulator (FDS) (59)
- CubeSat (54)
- Life Safety Code (54)
- Cal Poly (50)
- Social media (50)
- Branding (47)
- Interdisciplinary (47)
- Solar (45)
- Irrigation (43)
- SAE (42)
- Robotics (41)
- Social Media (41)
- Power (40)
- Arduino (39)
- Packaging (39)
- Music (38)
- Automation (37)
- Publication Year
- Publication
-
- Cal Poly Student Newspaper (3558)
- Cal Poly Report (1558)
- Master's Theses (1250)
- Academic Senate Agendas (1100)
- Academic Senate Minutes (1100)
-
- Electrical Engineering (604)
- Construction Management (519)
- Press Releases (470)
- Mechanical Engineering (438)
- Graphic Communication (393)
- Communication Studies (304)
- Agricultural Education: Graduate Internship Reports (301)
- Computer Engineering (235)
- Academic Senate Resolutions (229)
- Computer Science and Software Engineering (224)
- Journalism (190)
- Agricultural Education and Communication (178)
- Industrial and Manufacturing Engineering (173)
- Feminist Pedagogy (171)
- Cal Poly Magazine (159)
- Architectural Engineering (158)
- Fire Protection Engineering: Culminating Experience Project Reports (153)
- Fresh Voices: Composition at Cal Poly (151)
- City and Regional Planning (146)
- Physics (145)
- Between the Species (125)
- BioResource and Agricultural Engineering (109)
- Social Sciences (109)
- Collaborative Agent Design (CAD) Research Center (94)
- Focus (92)
- Publication Type
- File Type
Articles 631 - 660 of 16822
Full-Text Articles in Entire DC Network
2-Axis Solar Panel Tracker, Danica Wong, Oliver Barnaal, Anton Orme
2-Axis Solar Panel Tracker, Danica Wong, Oliver Barnaal, Anton Orme
Mechanical Engineering
Solar panels generate energy from sunlight. To do this it’s important that they remain pointed at the sun throughout the day. The Cal Poly Micro Grid Lab runs a class that uses a student made solar panel and tracking mount as an instructional tool. This project is beginning to show signs of wear from outdoor use and is unable to run without constant input due to some significant design flaws. The lab needs a new version of the mount to be made that is significantly more reliable and easier to use.
Custom Low-Profile Vacuum Valve, Aiden A. Theocheung, Nate R. Greco, Gavin T. Weber, Nate A. Ferrari
Custom Low-Profile Vacuum Valve, Aiden A. Theocheung, Nate R. Greco, Gavin T. Weber, Nate A. Ferrari
Mechanical Engineering
In Autometrix’s proprietary gantry style cutting table, a vacuum pulled through a channel array creates suction to hold soft materials firmly in place. To provide modularity for their customers a unique valve must be designed to segment the transverse channels in two or more sections. The solution must use minimal fasteners, maximize longevity, prove affordable, and be easily manufacturable.
Cal Poly Battle Bot, Miguel Martinez, Andrew Jones, Lawrence Lam, Jedidiah Tzou, Robert Giacomini
Cal Poly Battle Bot, Miguel Martinez, Andrew Jones, Lawrence Lam, Jedidiah Tzou, Robert Giacomini
Mechanical Engineering
Problem Statement: Create a competition ready, 250 lb combat robot for the Battle Bots Proving Grounds competition. The robot needs to be capable of withstanding and dealing significant damage in addition to being able to operate while inverted. It will also need to be visually unique compared to existing designs.
Kinetic, Wind-Driven Metal Sculpture, Irene Songhee Han, Aiden Brown Largay, Madeline Vang Xiong
Kinetic, Wind-Driven Metal Sculpture, Irene Songhee Han, Aiden Brown Largay, Madeline Vang Xiong
Mechanical Engineering
The Interdisciplinary Senior Design Team “Flying Flora” from Cal Poly’s College of Engineering has been tasked with designing and building a wind-driven dynamic metal sculpture for the San Luis Obispo Botanical Garden. The botanical garden wants to fill a large, centrally located vacant space with a kinetic sculpture to attract and welcome visitors. The final design, as approved by the garden’s directors, features a large metal California poppy below a stained-glass and metal butterfly. The flower rotates smoothly in typical wind conditions, drawing the attention of visitors to the sculpture. The butterfly is stationary, positioned at an angle from the …
Reverse Engineering Bring Up And Profiling Of Multi-Fpga Systems, Henry A. Evans
Reverse Engineering Bring Up And Profiling Of Multi-Fpga Systems, Henry A. Evans
Master's Theses
FPGAs have long been used for prototyping and verifying high-speed digital designs in industry and in academic research. As ASIC designs have grown in complexity and size, prototyping those designs on FPGAs has required multiple FPGAs that sometimes span multiple servers. Western Digital donated multiple FPGA-based systems to Cal Poly in 2023. These servers contain multiple high-end AMD FPGAs that are ideal for prototyping large high-speed digital designs, however the full documentation on how to use the servers and how the servers work was not provided. The servers did not come with any information on how to program the FPGAs, …
Griddle: A Novel Hardware Based Matrix Multiplier Architecture, Seth Kiefer
Griddle: A Novel Hardware Based Matrix Multiplier Architecture, Seth Kiefer
Master's Theses
Matrix multiplication is a computational cornerstone in modern artificial intelligence and scientific computing, yet general-purpose processors struggle to perform these operations efficiently at scale. This thesis presents Griddle, a novel hardware architecture for matrix multiplication implemented on a Xilinx Artix-7 FPGA. Griddle focuses on flexibility and scalability by adopting a purely iterative approach that supports arbitrarily shaped input matrices without requiring padding or strict dimensional constraints. The architecture uses computational pipelines to execute a multiplication operation. Each pipe consists of a multiplication core and accumulation buffer that compute matrix products in parallel. The multiplication core contains a set of multiplier …
Effectiveness Of Nutrition Education On Male Student Veterans From Cal Poly, San Luis Obispo University, Keith S. Kim
Effectiveness Of Nutrition Education On Male Student Veterans From Cal Poly, San Luis Obispo University, Keith S. Kim
Master's Theses
This pilot study evaluated the effectiveness of a 13-week nutrition education intervention designed to improve dietary patterns, physical health, and mental health outcomes among 10 student male military veterans at California Polytechnic State University, San Luis Obispo. The intervention, grounded in the Dietary Guidelines for Americans, 2020–2025, included a one-time educational presentation and periodic recap videos to reinforce key messages. Outcome measures included dietary intake, body mass index (BMI), handgrip strength, depressive symptoms (via the Beck Depression Inventory), and post-traumatic stress disorder (PTSD) symptoms (via the PCL-5). Results revealed no statistically significant changes in dietary patterns, BMI, handgrip strength, …
Streamlined Intelligence: Resource-Efficient Machine Learning For 5g Nr V2v Channel Equalization, Jacqueline G. Radding
Streamlined Intelligence: Resource-Efficient Machine Learning For 5g Nr V2v Channel Equalization, Jacqueline G. Radding
Master's Theses
As autonomous vehicles continue to evolve, reliable and efficient real-time communication between vehicles is essential for safety and performance. This thesis explores Streamlined Intelligence: Resource Efficient machine learning for 5G NR V2V Channel Equalization, focusing on lightweight random forest decision tree models to address the challenges of channel equalization in 5G New Radio (NR) vehicle to vehicle (V2V) systems. Using orthogonal frequency division multiplexing (OFDM) with QPSK modulation, the study simulates data transmission in nonlinear channels characterized by obstructions, Doppler shifts, and fading. Decision trees are proposed as a computationally efficient alternative to other machine learning methods while being compared …
"Great Big Beautiful Tomorrow": Disneyland, Science, And The Cultural Cold War, Emily Searson
"Great Big Beautiful Tomorrow": Disneyland, Science, And The Cultural Cold War, Emily Searson
Master's Theses
Disneyland, the popular Anaheim-based theme park in California, opened its doors during heightened Cold War tensions in 1955. In this thesis, I trace the origins of Tomorrowland, one of the five original themed lands in Disneyland that included futuristic rides and attractions to depict Walt Disney’s imagining of the year 1986. I examine Tomorrowland in particular to argue that WED Enterprises (Disneyland, Inc.’s research and development arm) and Disney’s vision of scientific progress aligned with U.S. Cold War policy goals, especially containment. Disney and WED Enterprises meticulously planned Tomorrowland with the help of notable American defense contractors, including the Monsanto …
Low Earth Orbit Drag Sail Degradation Due To Atomic Oxygen And Ultraviolet Radiation, Hannah Rost
Low Earth Orbit Drag Sail Degradation Due To Atomic Oxygen And Ultraviolet Radiation, Hannah Rost
Master's Theses
As the orbital debris population increases, so does the risk of collisions with operational spacecraft. In response, the Federal Communications Commission has shortened the deorbit requirement from 25 years to five years. While natural atmospheric decay was sufficient under the previous guideline, many objects with low area to mass ratios can no longer passively comply. Smaller, non-propellant-carrying space objects such as CubeSats lack the ability to maneuver and must rely on alternative deorbit methods. One proposed solution is to deploy a drag sail at end of life to increase atmospheric drag and accelerate orbital decay. However, exposure to atomic oxygen …
Design And Development Of A Half-Bridge Llc Resonant Converter Laboratory Module, Alyssa Lam
Design And Development Of A Half-Bridge Llc Resonant Converter Laboratory Module, Alyssa Lam
Master's Theses
Resonant DC-DC converters have become a well-known solution in power supplies due to their ability to improve efficiency by utilizing soft-switching techniques. This further has caused a growing interest in industry to use these converters for high-switching-frequency, high-efficiency, and high-power applications such as EV charging stations, photovoltaic systems, battery chargers, etc. One particular resonant topology that has gained popularity in recent years is the LLC resonant converter. Due to the prevalent use of the LLC resonant converter, it is therefore crucial for students preparing for a career path in power electronics to become well-versed in the concept and implementation of …
Coherent Synchronization For Distributed Digital Phased Arrays, Zachary C. Numa
Coherent Synchronization For Distributed Digital Phased Arrays, Zachary C. Numa
Master's Theses
Distributed digital phased arrays are rising technologies that help enable applications such as search and rescue operations, wireless communication, radar navigation, and military operations, among many others. Due to their improved angular resolution, digital phased arrays offer superior direction-finding capabilities compared to traditional analog phased array systems. However, this improvement comes at the cost of increased complexity—specifically, the need for precise synchronization of phase, time, and frequency across physically separated nodes. Without synchronization, the distributed phased array's gain and direction-of-arrival (DoA) estimations deteriorate significantly.
There are multiple aspects to implementing and synchronizing a non-stationary distributed digital phased array. This research …
Open Source Microgrid Integration, Zachary J. Kwast
Open Source Microgrid Integration, Zachary J. Kwast
Master's Theses
Microgrids are small-scale electrical systems that operate in tandem with a centralized grid to provide power to a smaller group of target devices. These microgrids are used for a wide range of different purposes, which invites the need for a generalized model that can be tweaked for a variety of uses. This document goes over the theory used to design an open source AC and DC microgrid meant for use by anyone. The microgrid is created using a Raspberry Pi that controls two different power converters so that a wide range of voltage and current characteristics can be achieved. These …
Bandwagon Behavior In Major League Baseball, Daniel E. Erro
Bandwagon Behavior In Major League Baseball, Daniel E. Erro
Master's Theses
This study investigates “bandwagon” behavior among Major League Baseball (MLB) fans by analyzing Google search interest data from 2004 to 2019. Drawing on publicly available information from Google Trends, the analysis explores how fluctuations in search activity align with team performance during both the regular season and postseason. Hierarchical linear models are used to estimate expected levels of fan interest based on team performance and market characteristics. Deviations from these expectations during the regular season are interpreted as evidence of bandwagon or anti-bandwagon behavior. A drop-off in interest following playoff elimination is also examined to capture shifts in fan attention …
Riding For The Brand: Advancing Leadership Development In The Poly Royal Rodeo Program, Jack Busch
Riding For The Brand: Advancing Leadership Development In The Poly Royal Rodeo Program, Jack Busch
Agricultural Education: Graduate Internship Reports
While the Poly Royal Leadership Class provides a valuable platform for student involvement in large scale event planning, the structure lacked consistency in leadership development methods, project management tools, and hands-on training simulations, resulting in uneven engagement, limited collaboration efficiency, and varied preparedness levels among student leaders and committee members.
Eeri 2024: Seattle Solstice, Elizabeth P. Splees
Eeri 2024: Seattle Solstice, Elizabeth P. Splees
Architectural Engineering
This senior project documents the design, analysis, construction, and testing of Seattle Solstice, Cal Poly San Luis Obispo’s entry to the 2024 EERI Seismic Design Competition. Developed through ARCE 453, the interdisciplinary effort involved architectural, structural, and geotechnical coordination in response to a fictional client brief set in downtown Seattle. The team designed a five-foot-tall balsa wood tower with a shifting vertical massing, integrating sustainability features and public use spaces while addressing seismic challenges such as center of mass vs. rigidity alignment, overturning risk, and off-grid load paths. The structure was modeled using ETABS and evaluated using both numerical …
Prepare Lora Physical Layer For Testing In Low Earth Orbit On A Cubesat, Sammy Brunton
Prepare Lora Physical Layer For Testing In Low Earth Orbit On A Cubesat, Sammy Brunton
Electrical Engineering
This project is a collaboration with OWL Integrations, a company that specializes in adaptable, low-cost communication systems. OWL has developed a board specifically designed for space applications called the Space Quacker Advanced Development (SQuAD), which is an adaptation of their existing board called the Quaker Advanced Development (QUAD).
This project focuses on testing the existing SQuAD board design to make sure that it is flight-ready for deployment on Cal Poly CubeSat’s satellite, SAL-E. To achieve this, the project must ensure compatibility with Low Earth Orbit (LEO) conditions by testing the integrated high-power long-range (LoRa) receiver and enhanced hardware to meet …
2024 – 2025 Cal Poly Wind Power Ac-Dc Rectification Subsystem For Collegiate Wind Competition 2025, Ryan Rayos, Annabella Piercey, Alex Liu
2024 – 2025 Cal Poly Wind Power Ac-Dc Rectification Subsystem For Collegiate Wind Competition 2025, Ryan Rayos, Annabella Piercey, Alex Liu
Electrical Engineering
This project focuses on the design and development of a bidirectional AC-DC rectification subsystem for a wind energy conversion system (WECS), tailored for the 2025 Collegiate Wind Competition. The subsystem is defined by its core inputs and outputs where it receives AC power from the wind turbine generator and delivers stable DC power to auxiliary electronics and variable loads. Conversely, the system can also accept DC power, such as from wall power, and output AC power to drive the permanent magnet synchronous machine (PMSM) as a motor, overcoming cogging torque and initiating turbine blade rotation. This bidirectional functionality is enabled …
Expeditionary Ocean Power Generator, Ethan Gossard, Julian Steele, Alex Gray, Hunter Herring-Alderete
Expeditionary Ocean Power Generator, Ethan Gossard, Julian Steele, Alex Gray, Hunter Herring-Alderete
Electrical Engineering
Point Absorber Wave Energy Converters are currently being explored as a new form of energy harvesting. The Naval Facilities' Expeditionary Ocean Warfare Center (NAVFAC EXWC) has commissioned an interdisciplinary project for students at California Polytechnic State University, San Luis Obispo, to design a prototype Expeditionary Ocean Power Generator (ExOPG) for charging batteries in the ocean.
The Mechanical Engineering team is responsible for assembling the prototype chassis, which converts the vertical bobbing motion of a buoy into kinetic rotational energy that can be used to rotate a generator shaft. They are additionally tasked with isolating the electrical components from the harsh …
Aurela App Mockup – Discreet Drug Detection Wearable, Piper Ferch
Aurela App Mockup – Discreet Drug Detection Wearable, Piper Ferch
Graphic Communication
Aurela is a discreet drug detection technology jewelry brand, and the wearable will connect to the app to tell users if their drink is safe when they test it with the jewelry. Drug-facilitated sexual assault is a deep rooted societal issue, and Aurela works to empower customer’s control of their safety. The brand was created by my beach volleyball teammate Addie Bounds, and my project aims to show how the app would provide fast, accessible information to users, in an easy-to-read and streamlined format. It will include a map feature, that displays ratings of local businesses, likely bars, given by …
New Tsg Processes: Improving Workflow Efficiency Through Desktop Ux/Ui Design, Evelyn Guzman Ramos
New Tsg Processes: Improving Workflow Efficiency Through Desktop Ux/Ui Design, Evelyn Guzman Ramos
Graphic Communication
This senior project is focused on improving the equipment handling processes for the Technical Service Group (TSG) in the Electrical Engineering Department at Cal Poly through the design and development of a user-friendly desktop application. The goal is to create an intuitive and efficient interface tailored to the needs of student staff and faculty, reducing the time and complexity associated with current manual and outdated systems. The design will prioritize usability, accessibility, and task efficiency, key pillars in User Experience (UX) and User Interface (UI) design for desktop environments (Nielsen & Budiu, 2012). This user-centered approach emphasizes desktop-specific interaction patterns …
Keepsake: A Social Media And Management App For Collectors, Violet Faust
Keepsake: A Social Media And Management App For Collectors, Violet Faust
Graphic Communication
For my senior project, I aim to target a nearly nonexistent digital market in social media applications for collectors by designing an app meant for collectors to buy, sell, trade, and connect over similar interests. The plan for this project is to prototype and design an app for a community of people who do not currently have a dedicated space to connect. This project provides an opportunity to innovate through design and fill in the current gap existing in social media applications.
Bai: Recipes From A Cambodian-American Home Kitchen, Amanda Wahl
Bai: Recipes From A Cambodian-American Home Kitchen, Amanda Wahl
Graphic Communication
Bai, meaning “rice” in Khmer, is a cookbook that highlights the cultural and personal significance of Cambodian comfort food. Created in response to the underrepresentation of Cambodian cuisine and the inaccessibility of traditional ingredients in towns like San Luis Obispo, this cookbook offers simple, beginner-friendly recipes that celebrate food as a bridge to heritage. Featuring original photography and thoughtful design, Bai explores how cookbooks function as both practical tools and cultural artifacts. This project contributes to the broader dialogue on inclusive, culturally responsive design and the role of graphic communication in preserving and sharing marginalized culinary traditions.
Quantifying Harmful Trunk Postures: Inertial Sensor Analysis Of Trunk Angle To Support Low Back Pain Prevention, Elsa E. Bates
Quantifying Harmful Trunk Postures: Inertial Sensor Analysis Of Trunk Angle To Support Low Back Pain Prevention, Elsa E. Bates
Master's Theses
Low back pain is a highly prevalent condition worldwide, impacting up to 80% of individuals at least once in their lifetime. A critical gap in current prevention strategies is the lack of tools to accurately measure trunk posture and movement in real-world environments. Accurate identification of biomechanical risk requires information about movement intensity, duration, and frequency, yet traditional assessment methods rely on self-reporting or visual observation, which are time-consuming and prone to error. To address this gap, a wearable monitoring method, consisting of two Inertial Measurement Units, was designed to quantify risk exposure to the spine by measuring angular position …
Biofeedback For Upper Limb Bionics, Arissa Anaya, Adam Moger, Connor Bly, Theodore R. Hughes
Biofeedback For Upper Limb Bionics, Arissa Anaya, Adam Moger, Connor Bly, Theodore R. Hughes
Biomedical Engineering
The purpose of this document was to present a senior design project from Cal Poly sponsored by Matt Robinson at the Hanger Clinic in San Luis Obispo to provide biofeedback for users of upper limb protheses. This project focuses on individuals with trans-radial upper limb amputations, including patients with congenital limb deficiencies who use trans-radial prosthesis, who receive very little or no sensory feedback from their prosthetic device. This sensory feedback device was intended to be used as a training tool with a myo-electric hand-like upper limb prosthesis in a clinical setting. This document provides an overview of the different …
Single-Sided Hearing Assistance Application, Harryson Nguyen, Jp Haratani
Single-Sided Hearing Assistance Application, Harryson Nguyen, Jp Haratani
Electrical Engineering
The product is a hearing assistance smartphone application which aims to improve the quality of life of people with single-sided hearing loss/deafness by providing them with a cheaper and more reliable alternative to medically-prescribed hearing aids. Due to development setbacks, the product instead uses open-ear earbuds. Since the earbuds are not directly inserted into the user’s ear canals, they will not obstruct the hearing of the user’s non-deaf ear, and the user will still be able to hear the sounds that come from their non-deaf side. Some users may find that Bluetooth earbuds can be quite expensive, but are ultimately …
Wireless Communication In Autonomous Vehicles, Ethan Paul Spalard, Alan Rubalcava, Jarnail Singh Sanghera
Wireless Communication In Autonomous Vehicles, Ethan Paul Spalard, Alan Rubalcava, Jarnail Singh Sanghera
Electrical Engineering
This project focuses on building a realistic, standards based V2X communication platform using DSRC (IEEE 802.11p) to support future autonomous vehicle control research. The system is built around commercial off-the-shelf (COTS) hardware, specifically the NXP i.MX 8XLite – V2X Evaluation Kit, which integrates an automotive-grade processor and the SAF5400 V2X modem to handle low-level DSRC transmission in the 5.9 GHz band.
We successfully completed the hardware bring-up, verified over-the-air communication between two nodes, and performed initial RF characterization using a spectrum analyzer. The SAF5400 was confirmed to operate on all seven DSRC channels (172–184), maintaining the correct 10 MHz bandwidth …
Piezoelectric Actuator Driver System, Daniel Hoefer
Piezoelectric Actuator Driver System, Daniel Hoefer
Electrical Engineering
This work presents the design, fabrication, and testing of a high-voltage piezoelectric actuator driver system purposed for integration into defense and aerospace precision motion control applications, particularly those in laser optics. The core challenge addressed was the mismatch between the standardized 28V DC power bus used in military systems and the significantly higher voltage requirements of piezoelectric actuators. Existing commercial drivers were evaluated and found unsuitable for field deployment due to inadequate ruggedness, excessive complexity, or power limitations. Consequently, a modular system architecture was designed featuring four independent driver channels, each using a high-voltage, high-current linear amplifier topology to scale …
Direction Finding From Aerial Platforms With Amateur Radio Arrays, Ben Duval Iii, Esteban Perez
Direction Finding From Aerial Platforms With Amateur Radio Arrays, Ben Duval Iii, Esteban Perez
Electrical Engineering
This senior project presents the development of a communication network designed to remotely control and program a distributed digital antenna array for autonomous synchronization and calibration. The system facilitates command transmission using a custom BPSK communication protocol operating in the UHF band (430–450 MHz) and employs a two-tone waveform to extract frequency, phase, and timing offsets between array nodes. These offsets are critical for aligning received signals in preparation for digital beamforming. The array comprises four nodes: three aerial units and one ground-based control unit. Each node is built using a LimeSDR Mini 2.0, Raspberry Pi, portable battery pack, and …
Mesh-Networked Uav Swarm: Experimental Leader-Follower Formation Control, Toma Grundler, Jack Ryan
Mesh-Networked Uav Swarm: Experimental Leader-Follower Formation Control, Toma Grundler, Jack Ryan
Electrical Engineering
In recent years, unmanned aerial vehicles (UAVs) have demonstrated significant potential for multi-agent coordination applications, yet reliable formation control algorithms remain challenging to implement in real-world environments. This report presents the design, simulation, and hardware implementation of four leader-follower formation control strategies for UAV swarms. The implemented algorithms include a semi-rigid PI controller based on forward and lateral distance error, a hybrid PID controller utilizing mixed error signals with velocity and position feedback, a simplified velocity-based PID controller operating on individual coordinate components, and a GPS offset controller with direct positional control. MATLAB simulation validated controller performance in four different …