Distributed Coverage Control of Constrained Constant-Speed Unicycle Multi-Agent Systems

Citation Author(s):
Nhan Khanh
Le
Zengjie
Zhang
Submitted by:
Zengjie Zhang
Last updated:
Thu, 02/02/2023 - 11:58
DOI:
10.21227/2b4t-fr30
License:
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Abstract 

This code is with the submitted manuscript "Decentralized Optimal Coverage Control of Constant-Speed Unicycle Multi-Agent Systems Subject to State- and Input-Dependent Constraints". The code consists of MATLAB scripts and should be run in MATLAB. No version limitation and no additional toolboxes are required.

Instructions: 

## Optimal Constrained Control of a Multi-Unicycle System

 

### File Structure:

 

- *sim_main.m*: the main script to generate simulation results.

- *exp_main.m*: the main script to generate experimental results.

- */src*: the source files.

- */lib*: the library files. 

- */data*: the data files (go to this folder and download the data according to `ReadMe.md`, before running the code).

 

 

### Generate figures of the simulation results

 

Run the `sim_main.m` script to generate figures for simulation.

 

#### Simulation study 1: different initial conditions

 

- Go to `sim_main.m`, change parameter setting script to `set_sim_case_1_param`, `set_sim_case_1_param`, or `set_sim_case_1_param`, for case 1, 2, or 3, respectively.

- Run

```

sim_main

```

#### Simulation study 2: different parameters

 

- Go to `sim_main.m`, change parameter setting script to `set_sim_eps_10_param`, `set_sim_gamma_10_param`, or `set_sim_Q_10_param`, for the influence of $\varepsilon$, $\gamma$, or $Q$, respectively.

- Run

```

sim_main

```

 

#### Simulation study 3: large number of robots

 

- Go to `sim_main.m`, change parameter setting script to `set_sim_large_param`.

- Run

```

sim_main

```

 

#### Simulation study 4: comparison with the conventional controller

 

- Go to `sim_main.m`, change parameter setting script to `set_sim_proposed_param` or `set_sim_conv_param`, for the proposed controller or the conventional controller, respectively.

- Run

```

sim_main

```

 

### Generate figures of the experimental results

 

- Go to `exp_main.m`, change the case number to `'1'`, `'2'`, or`'3'`, for case 1, 2, or 3, respectively.

- Run

```

exp_main

```

 

 

 

 

 

 

 

Documentation

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File README.md1.59 KB