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MicroROS V2 Robot Car📖
01.Introduction
  • 0.Unboxing Video
  • 1. Readme Learning Route
  • 2. Must Read Before Use
  • 3. Introduction to MicroROS V2 Control Board
  • 4. Introduction to LiDAR
  • 5. Introduction to ESP32 Camera Module
  • 6. FAQ
  • 7. About Charging
02.Assembly course
  • Assembly Video
03.Preparation
  • 1. Quickly Start
  • 2. Write Firmware
  • 3. Install VM and Start System
  • 4. Configure VM and Connect Robot
  • 5. Connect to MicroROS Agent
04.Quick start control course
  • 1. VM Keyboard Remote Control
  • 2. VM Handle Remote Control
  • 3. USB Handle Control
05.Robot control course
  • 1. Robot Information Release
  • 2. Robot Keyboard Control
  • 3. Robot Handle Control
  • 4. Robot State Estimation
  • 5. Linear Speed Calibration
  • 6. Angular Velocity Calibration
  • 7. Robot URDF Model
06.Lidar course
  • 1. Precautions for LiDAR Mapping and Navigation
  • 2. Lidar Avoid
  • 3. Lidar Following
  • 4. Lidar Guard
  • 5. Lidar Patrol
  • 6. Gmapping Mapping
  • 7. Cartographer Mapping
  • 8. Cartographer Quickly Repositioning Navigation
  • 9. Slam Toolx Mapping
  • 10. Navigation2 Single Point Navigation
  • 11. Navigation2 Multi Point Navigation
  • 12. Ros Robot App Mapping And Navigation
07.Road network planning
  • 1. Introduction to Road Network Planning and Quick Start
  • 2. Build a Pose Map
  • 3. Road Network Annotation
  • 4. Planning and Navigation Between Road Networks
  • 5. Road Network Navigation in Any Pose
  • 6. Path Replanning
08.Vision basic course
OpenCV Image Processing
  • 1. Introduction to OpenCV Source CV
  • 2. Open Source CV Geometric Transformation
  • 3. Open Source CV Image Processing and Drawing Text Line Segments
  • 4. Open Source CV Image Beautification
09.Visual General Course (For Standard&Superior version)
4. Yolov11&26 Visual Recognition
  • 1. YOLO Environment Setup
  • 2. CLI Usage
  • 3. Object Detection
  • 4. Instance Segmentation
  • 5. Pose Estimation
  • 6. Image Classification
  • 7. Oriented Bounding Boxes Object Detection
  • 8. Model Prediction
1. ESP32 Visual Recognition Module Configuration
  • 1. Serial Port Configuration WiFi Instructions
  • 2. Use ESP32 Camera Module in Robot Car
  • 3. Servo PTZ Calibration
2. OpenCV Visual Recognition
  • 1. Human Pose Estimation
  • 2. Object Detection
  • 3. AR Vision
  • 4. QR Code
  • 5. Color Recognition
  • 6. Facial Recognition
  • 7. AprilTag Machine Code Recognition
3. Mediapipe Visual Recognition
  • 1. Hand Detection
  • 2. Pose Detection
  • 3. Holistic Detection
  • 4. Facial Detection
  • 5. Facial Recognition
  • 6. Facial Special Effects
  • 7. 3D Object Recognition
  • 8. Brush
  • 9. Gesture Recognition
  • 10. Palm Target Localization
  • 11. Fingertip Trajectory Recognition
10.Visual Advanced Course (Just for Standard version)
1. Visual Control
  • 1. QR Code Recognition Control Action
  • 2. AprilTag Control Car Action Group
  • 3. Gesture Control Car Action Group
  • 4. Visual Line Tracking
2. Visual Tracking
  • 1. Color Tracking
  • 2. Facial Tracking
  • 3. QR Code Tracking
  • 4. Object Recognition And Tracking
  • 5. Mediapipe Palm Tracking
  • 6. Mediapipe Gesture Tracking
  • 7. Mediapipe Human Pose Tracking
  • 8. KCF Object Tracking
  • 9. AprilTag Machine Code Tracking
3. Visual Following
  • 1. Color Follow
  • 2. Face Follow
  • 3. QR Code Follow
  • 4. Mediapipe Palm Follow
  • 5. Mediapipe Gesture Follow
  • 6. Mediapipe Human Posture Follow
  • 7. AprilTag Machine Code Follow
  • 8. Object Follow
11.Visual Advanced Course (Just for Superior version)
1. Visual Control
  • 1. QR Code Recognition Control Action
  • 2. AprilTag Control Car Action Group
  • 3. Gesture Control Car Action Group
  • 4. Visual Line Tracking
2. Visual Tracking
  • 1. Color Tracking
  • 2. Facial Tracking
  • 3. QR Code Tracking
  • 4. YOLO Object Recognition and Tracking
  • 5. Mediapipe Palm Tracking
  • 6. Mediapipe Gesture Tracking
  • 7. Mediapipe Human Pose Tracking
  • 8. KCF Object Tracking
  • 9. AprilTag Machine Code Tracking
3. Visual Follow
  • 1. Color Follow
  • 2. Face Follow
  • 3. QR Code Follow
  • 4. Mediapipe Palm Follow
  • 5. Mediapipe Gesture Follow
  • 6. Mediapipe Human Pose Follow
  • 7. AprilTag Machine Code Follow
  • 8. Object Follow
12.AI Large Model Basic and Applications Course
1. AI Large Model Preparation
  • 1.AI Large Model Preparation
2. AI Large Model Basic Course
  • 1. AI Large Model Types and Principles
  • 2. RAG Retrieval Augmented and Training Samples
  • 3. Embodied Intelligent System Architecture
  • 4. Embodied Intelligence Core Source Code
3. AI Large Model Development
  • 1. Register Model Service Account
  • 2. Configure API KEY
  • 3. Dify Introduction
  • 4. Dify Basic Features
  • 5. RAG Knowledge Base Deployment
  • 6. AI Application Development Chatbot
  • 7. RAG Knowledge Base and Chatbot
  • 8. AI Agent Workflow
4. AI Large Model (Text Version)
  • 1. Semantic Understanding and Instruction Following
  • 2. Multimodal Visual Understanding
  • 3. Multimodal Visual Understanding + Basic Control
  • 4. Multimodal Visual Understanding + Object Following
  • 5. Multimodal Visual Understanding + Visual Line Following
  • 6. Multimodal Visual Understanding + SLAM Navigation
  • 7. Multimodal Visual Understanding + SLAM Navigation + Visual Line Following
  • 8. Multimodal Visual Understanding + SLAM Navigation + Object Following
  • 9. Intent Inference + Multimodal Visual Understanding + SLAM Navigation
13.Openclaw Basics Course
  • 1. Openclaw Introduction
  • 2. Openclaw Core Concepts
  • 3. Openclaw Api-Key Configuration
  • 4. Openclaw Switching Models
  • 5. Openclaw System Prompt
  • 6. Openclaw Common CLI Command
14. Openclaw Interaction Course
  • 1. Openclaw Webchat Interaction
  • 2. Openclaw Tui Interaction
  • 3. Openclaw Whatsapp Interaction
15.Openclaw Development Course
  • 1. Openclaw Robot Mcp Service Integration
  • 2. Robot CLI Command Tools
  • 3. Robot-Control Plugin Tools
  • 4. Openclaw Skills Development
  • 5. Openclaw Scheduled Tasks
  • 6. Openclaw Multi Agent System
  • 7. Openclaw Proactive Interaction
  • 8. Openclaw Vector Memory
16.Openclaw Embodied Intelligence Course
  • 1. OpenClaw Natural Interaction + Basic Control
  • 2. OpenClaw Natural Interaction + Slam Navigation
  • 3. OpenClaw Natural Interaction + Multimodal Visual Understand
  • 4. OpenClaw Natural Interaction + Multimodal Visual Understand + Slam Navigation + Visual Follow
  • 5. OpenClaw Natural Interaction + Multimodal Visual Understand + Slam Navigation + Visual Track
17.Multi-machine Course
  • 1. Multi Machine Handle Control
  • 2. Multi Machine Keyboard Control
  • 3. Multi Machine Navigation
18.MicroROS-V2 Control Board Development Environment
  • 1. Set Up the ESP32-IDF Development Environment
  • 2. ESP32-IDF Configuration Tool
  • 3. ESP Flash Tool Flashing Firmware
  • 4. Install ESP32 Microros Components
  • 5. Install And Start Microros Agent
19.MicroROS-V2 Control Board ESP32 Basic Course
  • 1. Led Light Up
  • 2. Button Function
  • 3. Drive Buzzer
  • 4. Oled
  • 5. Usb Host Function
  • 6. Serial Communication
  • 7. Battery Voltage Detection
  • 8. Drive Pwm Servo
  • 9. Drive Motors
  • 10. Read Motor Encoder Data
  • 11. Pid Motor Speed Control
  • 12. Robot Kinematics Analysis Theory
  • 13. Read Imu Data
  • 14. Read Lidar Data
  • 15. Flash Data Storage
  • 16. Custom Partition Table
  • 17. Bluetooth Communication
  • 18. Wifi Connection
  • 19. ESP32 Visual Recognition Module
20.MicroROS-V2 Control Board Micro_ros Basic Course
  • 1. Publish Topics
  • 2. Subscribe To Topics
  • 3. Multi Topic Subscription And Publishing
  • 4. Subscribe To Buzzer Topic
  • 5. Subscribe To Pwm Servo Topic
  • 6. Subscribe To Speed Control Topic
  • 7. Publish Odometry Topic
  • 8. Publish Imu Data Topic
  • 9. Publish Lidar Data Topic
21. Linux System Course
  • 1.Introduction to Linux system
  • 2.Ubuntu file system
  • 3.Ubuntu common commands
  • 4.Ubuntu common editors
  • 5.Ubuntu software operation commands
  • 6.Virtual machine installation
  • 7.SSH remote control
  • 8.VNC remote control
  • 9.Transfer files remotely
  • 10.Driver library and communication
  • 11.Static IP and hotspot mode
  • 12.Bind device ID
  • 13.Capacity expansion and resource allocation
  • 14.Update system software sources
  • 15.Set root user password
  • 16.sudo free password
  • 17.Connect to WiFi network
  • 18.View system version
  • 19.Customized service management
  • 20.Back up system image
22.Docker Course
  • 1.Docker overview and docker installation
  • 2.Common commands for docker image containers
  • 3.Docker images deeply understand and publish images
23.ROS Basic Course
  • 1.Introduction to ROS2
  • 2.ROS2 install Humble
  • 3.ROS2 development environment
  • 4.ROS2 workspace
  • 5.ROS2 function package
  • 6.ROS2 node
  • 7.ROS2 topic communication
  • 8.ROS2 service communication
  • 9.ROS2 action communication
  • 10.ROS2 custom interface message
  • 11.ROS2 parameter service case
  • 12.ROS2 meta-function package
  • 13.ROS2 distributed communication
  • 14.ROS2 DDS
  • 15.ROS2 time related API
  • 16.ROS2 common command tools
  • 17.ROS2 rviz2 use
  • 18.ROS2 rqt toolbox
  • 19.ROS2 Launch startup file configuration
  • 20.ROS2 recording and playback tool
  • 21.ROS2 URDF model
  • 22.ROS2 Gazebo simulation platform
  • 23.ROS2 TF2 coordinate transformation
Download
  • Mapping_APP(iOS_Android)
  • Code
  • Software_Tools
  • VM_System_File
  • 3D_Model_File
  • ESP32_Firmware
  • Dify LLM Base
  • Instruction_Manual
  • VMware
Download ZIP

Welcome to MicroROS V2 Robot Car repository

15. Flash Data Storage

Flash Data Storage

I. Experiment Objective

Learn how to use the NVS (Non-Volatile Storage) component on the ESP32-S3 platform to implement persistent data storage. Master the method of storing and reading different data types (int8, uint16, int32, blob) through key-value pairs, as well as the experiment flow of triggering data writes with a button.

II. Experiment Principle

1. Keywords

KeywordExplanation
NVS (Non-Volatile Storage)A key-value storage component provided by ESP-IDF. Data is saved in the NVS partition of Flash and is not lost after power-off. It is operated through the API flow of nvs_open → nvs_set_xxx / nvs_get_xxx → nvs_commit → nvs_close.
Flash memoryThe SPI Flash chip onboard the ESP32-S3, used to store the firmware program and data. NVS carves out a dedicated partition in Flash (about 24KB by default) for persistently saving small amounts of data such as configuration parameters.
Key-Value pairNVS uses a string as the key (e.g., "TEST_UINT16") and supports multiple basic types or binary blocks as the value. It supports data types such as int8, uint8, int16, uint16, int32, uint32, int64, uint64, string, and blob.
Blob typeBinary Large Object, used to store arbitrary binary data such as strings and structs. In this experiment, a blob is used to save a string such as "blob:2". The blob size is limited by the remaining space of the NVS partition.
NamespaceNVS uses namespaces (e.g., "YAHBOOM") to isolate key-value pairs of different modules and avoid key name conflicts. Fields with the same name under different namespaces can be stored independently.

2. Technical Architecture

The program consists of two components and one main program. It triggers incremental data writes through a button and verifies the power-off retention capability.

main/main.c
    ├── Flash_Init() / Flash_Read_Data_xxx() / Flash_Write_Data_xxx()
    │    └── components/flash/        NVS storage encapsulation layer
    │         ├── flash.h / flash.c   Read/write encapsulation based on the ESP-IDF NVS API
    │         └── STORAGE_NAMESPACE = "YAHBOOM"
    └── Key_Init() / Key1_Read_State()
         └── components/key/          Button driver
              ├── key.h / key.c       GPIO42 polling + software debounce

The main loop detects a button press → increments the values → calls the Flash write interface (with read-back verification) → prints the current values over the serial port. After a power-off and power-on, the persistent data in Flash is automatically restored.

III. Experiment Steps

1. Hardware Preparation

HardwareRequirement
MicroROS-V2 control board✅ Required
USB data cable (Type-C)✅ Required

2. Prerequisites

  1. Set up the ESP32-IDF development environment

  2. Connect the MicroROS-V2 control board to the computer via USB

3. Compile and Flash

​x

cd ~/esp/base_samples/flash
source ~/esp/esp-idf/export.sh
idf.py build flash monitor

To exit the monitor: press Ctrl + ].

4. Stopping Method

In the terminal, press Ctrl+] to exit the serial monitor.

IV. Experiment Result

After flashing and running the program, you can see the following output in the serial monitor terminal:

First power-on (NVS partition data is empty):

xxxxxxxxxx
hello yahboom
I (1102) FLASH_MAIN: Nice to meet you!
I (1112) FLASH_MAIN: read u16 value: 0
I (1112) FLASH_MAIN: read i32 value: 0
I (1112) FLASH_MAIN: read blob: 

After pressing button KEY1:

xxxxxxxxxx
I (1212) FLASH_MAIN: KEY 1 PRESS
I (1212) FLASH_MAIN: save u16 value: 1
I (1212) FLASH_MAIN: save i32 value: 1
I (1212) FLASH_MAIN: save flash blob: blob:1

Pressing button KEY1 again:

xxxxxxxxxx
I (1312) FLASH_MAIN: KEY 1 PRESS
I (1312) FLASH_MAIN: save u16 value: 2
I (1312) FLASH_MAIN: save i32 value: 2
I (1312) FLASH_MAIN: save flash blob: blob:2

After power-off and power-on again:

xxxxxxxxxx
hello yahboom
I (1102) FLASH_MAIN: Nice to meet you!
I (1112) FLASH_MAIN: read u16 value: 2
I (1112) FLASH_MAIN: read i32 value: 2
I (1112) FLASH_MAIN: read blob: blob:2

It can be seen that the data before power-off has been successfully saved and restored.

V. Program Analysis

Source code paths:

  • Firmware source: ~/esp/base_samples/flash/main/main.c

  • Flash storage: ~/esp/base_samples/flash/components/flash/flash.h, flash.c

  • Button driver: ~/esp/base_samples/flash/components/key/key.h, key.c

1. Directory Structure

xxxxxxxxxx
flash/
├── CMakeLists.txt
├── main/
│   ├── CMakeLists.txt
│   └── main.c
└── components/
    ├── flash/          # NVS storage encapsulation
    │   ├── flash.h
    │   └── flash.c
    └── key/            # Button driver
        ├── key.h
        └── key.c

2. Main Program Logic

main/main.c implements the Flash data read/write function:

  1. Initialize the button and Flash/NVS subsystems

  2. Read the three types of data saved last time from Flash and print them:

    • uint16 value (key: TEST_UINT16)

    • int32 value (key: TEST_INT32)

    • blob string (key: TEST_BLOB)

  3. The main loop detects the button state:

    • Each time the button (GPIO42) is pressed, the three values are incremented and re-saved to Flash

    • The blob string is synchronously updated to "blob:current value" and saved

xxxxxxxxxx
Key_Init();
Flash_Init();

// Read the saved data
Flash_Read_Data_UInt16(FKEY_TEST_UINT16, &value_u16);
Flash_Read_Data_Int32(FKEY_TEST_INT32, &value_i32);
Flash_Read_Blob(FKEY_TEST_BLOB, test_blob, &blob_len);

while (1) {
    if (Key1_Read_State() == KEY_STATE_PRESS) {
        value_u16++;
        value_i32++;
        Flash_Write_Data_UInt16(FKEY_TEST_UINT16, value_u16);
        Flash_Write_Data_Int32(FKEY_TEST_INT32, value_i32);
        sprintf(test_blob, "blob:%ld", value_i32);
        Flash_Write_Blob(FKEY_TEST_BLOB, test_blob, blob_len);
    }
    vTaskDelay(pdMS_TO_TICKS(10));
}

3. Key Components

Flash storage encapsulation

Files: components/flash/flash.h, components/flash/flash.c

Implemented based on the ESP-IDF NVS (Non-Volatile Storage) library, saving data in the NVS partition of Flash. The data is not lost after power-off.

Storage parameters:

Parameter definition file: ~/esp/base_samples/flash/components/flash/flash.h

MacroValueDescription
STORAGE_NAMESPACE"YAHBOOM"NVS namespace; all key-value pairs are managed under this namespace

Key name definitions:

MacroKey Name StringData TypeInitial Value
FKEY_TEST_UINT16"TEST_UINT16"uint160
FKEY_TEST_INT32"TEST_INT32"int320
FKEY_TEST_BLOB"TEST_BLOB"blob (string)""

NVS read/write flow (taking uint16 write as an example):

xxxxxxxxxx
esp_err_t Flash_Write_Data_UInt16(const char* key, uint16_t value)
{
    nvs_handle_t my_handle;
    esp_err_t err;
    uint16_t read_value = 0;

    // 1. Open the NVS namespace (read/write mode)
    err = nvs_open(STORAGE_NAMESPACE, NVS_READWRITE, &my_handle);
    if (err != ESP_OK) return err;

    // 2. Write the key-value pair
    err = nvs_set_u16(my_handle, key, value);

    // 3. Commit the write (must be called, otherwise the data is not actually written to Flash)
    if (err == ESP_OK) err = nvs_commit(my_handle);

    // 4. Read back for verification
    if (err == ESP_OK) err = nvs_get_u16(my_handle, key, &read_value);
    if (err == ESP_OK && value != read_value) err = ESP_FAIL;

    // 5. Close the NVS handle
    nvs_close(my_handle);
    return err;
}

Initialization function Flash_Init():

xxxxxxxxxx
void Flash_Init(void)
{
    esp_err_t err = nvs_flash_init();
    if (err == ESP_ERR_NVS_NO_FREE_PAGES || err == ESP_ERR_NVS_NEW_VERSION_FOUND) {
        // The NVS partition has insufficient space or a version change; erase and retry
        ESP_ERROR_CHECK(nvs_flash_erase());
        err = nvs_flash_init();
    }
    ESP_ERROR_CHECK(err);
}

Supported read/write interfaces:

FunctionDescription
Flash_Read_Data_Int8(key, &value)Reads int8 data
Flash_Write_Data_Int8(key, value)Writes int8 data
Flash_Read_Data_UInt16(key, &value)Reads uint16 data
Flash_Write_Data_UInt16(key, value)Writes uint16 data
Flash_Read_Data_Int32(key, &value)Reads int32 data
Flash_Write_Data_Int32(key, value)Writes int32 data
Flash_Read_Blob(key, data, &length)Reads blob binary data
Flash_Write_Blob(key, data, length)Writes blob binary data

NVS API description:

All read/write interfaces follow the same pattern: nvs_open -> nvs_set_xxx / nvs_get_xxx -> nvs_commit (required for writes) -> nvs_close.

  • nvs_set_u16(handle, key, value) — Sets a uint16 value

  • nvs_get_i32(handle, key, &value) — Gets an int32 value

  • nvs_set_blob(handle, key, data, length) — Sets binary data

  • nvs_get_blob(handle, key, buffer, &length) — Gets binary data; when length is input, it is the buffer size, and when output, it returns the actual data size

  • nvs_commit(handle) — Commits the changes to ensure the data is written to Flash

Note: NVS write operations have a lifetime limit (usually about 100,000 erase/write cycles), so frequent writes should avoid excessively large data volumes. Blob data is limited by the NVS partition size (the default NVS partition is usually 24KB).

Button driver

Files: components/key/key.h, components/key/key.c

Button pin:

ButtonGPIODescription
KEY1 (USER1)GPIO42User button; low level when pressed

Configuration parameters:

  • Mode: input mode (GPIO_MODE_INPUT)

  • Pull-up: internal pull-up enabled (GPIO_PULLUP_ENABLE)

  • Trigger: no interrupt; the level is read through polling

Core functions:

  • Key_Init() — Initializes the button GPIO (configures GPIO42 as input with pull-up)

  • Key1_Read_State() — Non-blocking button state reading with software debounce; returns KEY_STATE_PRESS once per press

Debounce mechanism:

Software debounce is implemented with a state machine counter:

  • After detecting low level 3 consecutive times, a press event is returned on the 2nd detection (key_state == 2)

  • When a high level is detected, the counter resets to zero, ensuring that pressing again after release can re-trigger

  • This mechanism eliminates the jitter interference of the mechanical button while avoiding repeated triggering on long press

VI. Common Problems

ProblemCauseSolution
Data reads as 0NVS partition not initialized or data not writtenCheck whether Flash_Init() is called successfully and confirm that nvs_flash_init() returns ESP_OK
Button does not respondAbnormal GPIO42 connection or pull-up not enabledCheck the button pin and confirm that the pull-up configuration is enabled
Data lost after write and rebootnvs_commit() not calledConfirm that the Flash_Write_* functions call nvs_commit() to commit the changes
Blob data truncatedThe input buffer length is insufficientEnlarge the read buffer; the length parameter of Flash_Read_Blob() returns the actual data length
NVS initialization failedThe Flash partition table does not contain an NVS partitionConfirm that partition.csv contains the NVS partition configuration
Read Lidar Data
Custom Partition Table

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