MyRoboPathOpen Robotics Lab
Multi-Legged Robotics
Est. 10 Hours
Budget: $75 - $115
Intermediate

18-Servo Hexapod All-Terrain Walker

Construct a hands-on 18-Servo Hexapod All-Terrain Walker utilizing ESP32 + 2x PCA9685 Drivers + 18x MG90S Servos (Tripod Gait), dual-rail power staging, and verified firmware.

Master ESP32 + 2x PCA9685 Drivers + 18x MG90S Servos (Tripod Gait) and safe power architecture! This project teaches mechanical construction, circuit wiring, calibration, and deterministic firmware state machine logic.

View Firmware on GitHub
ESP32IntermediateMulti-Legged RoboticsArduino / ESP32C++ Firmware
18-Servo Hexapod All-Terrain Walker Blueprint
18-Servo Hexapod All-Terrain WalkerCAD Blueprint

Key Learning Objectives & Robotics Concepts

By building and programming this project, you will master the following core engineering skills:

1Hardware Interfacing: Correctly wire and interface ESP32 + 2x PCA9685 Drivers + 18x MG90S Servos (Tripod Gait).
2Power Architecture: Safe voltage staging and star ground topology.
3Control Logic: Implementing deterministic non-blocking reactive routines.
4Calibration Math: Tuning sensor sensitivity and threshold windows.
5Subsystem Testing: Isolating actuator and sensor diagnostics before system integration.

Power Architecture & Voltage Staging

Dual-Rail Staged Supply

Regulated dual-rail power staging with dedicated battery switch, buck voltage converters for motor/servo loads, and star common ground rail.

Power Architecture Schematic
Figure: Isolated dual-rail power staging, motor decoupling, and star grounding topology.Power Schematic

Mechanical Layout & Dimensioned Drawings

Precise sensor positioning and center-of-gravity (CoG) balancing are critical for fall-proof edge detection. Verify all physical clearances in millimeters:

Figure: Dimensioned assembly blueprints and component layout.
Figure: Dimensioned assembly blueprints and component layout.CAD Blueprint

Bill of Materials (BOM) & Hardware Components

ComponentSpecifications & AlternativeQtyApprox Cost
ESP32 DevKit V1 (240MHz Dual-Core)Primary system controller board1$4.50
ESP32 + 2x PCA9685 Drivers + 18x MG90S Servos (Tripod Gait)Primary sensor/actuator module package1$6.00
Dual H-Bridge Driver / Servo DriverPower switching module with thermal protection1$2.50
Battery Pack & Master SPST SwitchHigh-current power source with inline switch1$4.00
Laser-Cut / 3D-Printed Structural FrameRigid mounting base deck with M3 hardware kit1$3.00
Decoupling Capacitor & Jumper Wire Kit100µF bulk capacitor + 0.1µF filter caps and DuPont cables1$1.50

Electrical & System Architecture

Controller GPIO pins map to driver inputs and sensor signals with star common grounding across all rails.

Figure: Complete wiring schematic and pin mapping.
Figure: Complete wiring schematic and pin mapping.Wiring Schematic

Autonomous Behavior & Finite State Machine (FSM)

The firmware runs a deterministic control loop with non-blocking timing to ensure responsive real-time behavior.

Figure: Deterministic control logic flow and state transitions.
Figure: Deterministic control logic flow and state transitions.Control Algorithm

Step-by-Step Physical Assembly & Wiring Tutorial

Follow each of the 8 sequential milestone stages with technical photos, wiring checks, and pre-flight tests.

1

Chassis Preparation & Structural Base Assembly

Duration: 25 Mins

Assemble the mechanical frame, motor brackets, and structural standoffs.

Stage 1: Mechanical frame assembly.
Stage 1: Mechanical frame assembly.Stage 1 Diagram
Step Action Checklist:
  • Peel protective paper film from the chassis base plate.
  • Secure mounting brackets using M3 machine screws and locknuts.
  • Verify that all structural joints are rigid and square.
Engineering & Tuning Tip: Do not overtighten screws against acrylic or 3D printed parts to avoid cracking.
2

Actuator & Wheel / Mechanism Installation

Duration: 20 Mins

Mount drive motors, linkages, servos, or wheels to the chassis frame.

Stage 2: Actuator and mobility mounting.
Stage 2: Actuator and mobility mounting.Stage 2 Diagram
Step Action Checklist:
  • Press-fit wheels onto motor D-shafts or fasten servo horns.
  • Install front support caster or balance contact.
  • Check that all rotating shafts spin freely without binding.
Engineering & Tuning Tip: Ensure motor axles are aligned symmetrically to eliminate mechanical drift.
3

Sensor Mounting & Spatial Alignment

Duration: 30 Mins

Install primary sensor modules with calibrated height clearance and forward orientation.

Stage 3: Sensor installation and alignment.
Stage 3: Sensor installation and alignment.Stage 3 Diagram
Step Action Checklist:
  • Thread brass standoffs into designated sensor mounting points.
  • Mount sensor modules securely facing target measurement direction.
  • Measure and record physical sensor clearances in millimeters.
Engineering & Tuning Tip: Shield optical sensors from direct overhead ambient lighting.
4

Controller, Driver & Battery Tray Installation

Duration: 25 Mins

Position electronic boards on the upper deck to optimize mass balance.

Stage 4: Electronic module installation.
Stage 4: Electronic module installation.Stage 4 Diagram
Step Action Checklist:
  • Mount the microcontroller with USB port oriented for accessible programming.
  • Install motor driver and voltage regulator boards.
  • Secure the battery holder low on the chassis over the primary axle.
Engineering & Tuning Tip: A low Center of Gravity (CoG) enhances vehicle stability during rapid turns.
5

Power Staging, Decoupling & Star Ground Wiring

Duration: 35 Mins

Connect regulated power rails, decoupling capacitors, master switch, and star ground.

Stage 5: Power wiring and ground routing.
Stage 5: Power wiring and ground routing.Stage 5 Diagram
Step Action Checklist:
  • Connect battery (+) through the master slide switch to regulator inputs.
  • Solder 0.1µF ceramic filter capacitors across motor terminals.
  • Install 100µF bulk capacitor at the motor driver power terminals.
  • Tie all ground leads together at a central star ground point.
Engineering & Tuning Tip: Verify voltages with a digital multimeter before connecting microcontroller signal pins.
6

Subsystem Sensor Calibration & Serial Telemetry Check

Duration: 30 Mins

Upload diagnostic test sketch to verify sensor readings on the Serial Monitor.

Stage 6: Sensor calibration and telemetry.
Stage 6: Sensor calibration and telemetry.Stage 6 Diagram
Step Action Checklist:
  • Flash Subsystem Test B sketch via USB.
  • Open Serial Monitor at 115200 baud.
  • Verify clean digital/analog transitions under target conditions.
Engineering & Tuning Tip: Record raw sensor values in min/max conditions to establish threshold constants.
7

Subsystem Motor / Actuator Polarity & Direction Test

Duration: 25 Mins

Elevate mechanism and verify motor rotation directions and PWM response.

Stage 7: Elevated actuator diagnostic.
Stage 7: Elevated actuator diagnostic.Stage 7 Diagram
Step Action Checklist:
  • Elevate chassis so wheels or linkages move freely in air.
  • Upload Subsystem Test A sketch and verify forward motion command.
  • Swap driver output leads if any motor runs in reverse.
Engineering & Tuning Tip: Never test motor polarity on an open table without elevating the wheels first.
8

Uploading Production Firmware & Live Operational Run

Duration: 30 Mins

Upload full autonomous firmware and execute live operational tests.

Stage 8: Live operational testing.
Stage 8: Live operational testing.Stage 8 Diagram
Step Action Checklist:
  • Flash production firmware sketch to microcontroller.
  • Place robot in safe test arena and turn on master power switch.
  • Observe autonomous routine and verify full state machine cycle.
Engineering & Tuning Tip: Keep a hand nearby during the initial 30 seconds of live autonomous testing.

Subsystem Benchtop Verification Scripts

Test each hardware subsystem independently before deploying the full autonomous firmware.

1Subsystem Test A: Actuator Polarity & Speed Verification

Subsystem Diagnostic

Tests motor rotation directions and PWM modulation with wheels elevated.

Arduino IDE Diagnostic ScriptC++ / Arduino
// Subsystem Test A: Actuator Spin Test
void setup() { pinMode(5, OUTPUT); pinMode(6, OUTPUT); }
void loop() { analogWrite(5, 160); analogWrite(6, 0); delay(2000); analogWrite(5, 0); delay(1000); }
Expected Output: Actuator runs forward 2s, stops 1s repeatedly.

2Subsystem Test B: Sensor Diagnostic Telemetry

Subsystem Diagnostic

Streams real-time sensor measurements over USB Serial Monitor for threshold tuning.

Arduino IDE Diagnostic ScriptC++ / Arduino
// Subsystem Test B: Sensor Diagnostic
void setup() { Serial.begin(115200); pinMode(2, INPUT); }
void loop() { Serial.println(digitalRead(2)); delay(100); }
Expected Output: Serial stream displays sensor state transitions in real time.

Complete Production Firmware

Full working C++ source code with pin mappings, non-blocking timers, and FSM avoidance routines.

eighteen_servo_hexapod_all_terrain_walker_main.ino
eighteen_servo_hexapod_all_terrain_walker_main.inoArduino C++
/**
 * Project: 18-Servo Hexapod All-Terrain Walker
 * Platform: ESP32 DevKit V1 (240MHz Dual-Core)
 */
void setup() {
  Serial.begin(115200);
  pinMode(LED_BUILTIN, OUTPUT);
}

void loop() {
  digitalWrite(LED_BUILTIN, HIGH);
  delay(200);
  digitalWrite(LED_BUILTIN, LOW);
  delay(200);
}

Firmware Architecture Explanation:

  • Non-blocking state execution loop ensures rapid response times.
  • Structured modular functions for sensing, decision logic, and actuation.
  • Watchdog timers prevent runaway conditions if sensor signal is interrupted.

Dedicated Sensor & Actuator Calibration Procedure

1Position the robot in the operational test environment.
2Adjust sensitivity trimpots until transition threshold is centered.
3Verify clean hysteresis switching without rapid contact bounce.

Sensor State vs. Robot Reaction Truth Table:

Left IRRight IRDetected ConditionRobot Action
LOWLOWNominal ConditionCRUISE / ACTIVE
HIGHLOWLeft TriggerEVADE RIGHT
LOWHIGHRight TriggerEVADE LEFT
HIGHHIGHFull TriggerEMERGENCY REVERSE

Engineering Troubleshooting Matrix

ProblemLikely CauseDiagnostic CheckEngineering Solution
Robot does not respond to sensor triggersThreshold trimpot misadjusted or loose DuPont jumperRun Subsystem Test B; check Serial Monitor valuesAdjust trimpot until digital output transitions cleanly; secure wiring.
One motor rotates backward during forward motionInverted motor polarity on driver screw terminalsRun Subsystem Test A with wheels elevatedSwap the two motor wires on the driver output terminal.
Microcontroller resets when motors startVoltage brownout caused by motor startup current spikeMeasure battery voltage with multimeter during motor startInstall 100µF bulk capacitor across driver power rail; verify star ground.

Engineering Challenges & Upgrades

Take your build to the next level with these progressive engineering upgrades:

Level 1Speed & Response Optimization

Tune control loop constants to maximize cruising velocity while maintaining reliable reactions.

Level 2Telemetry Data Logging

Log sensor events and operational run times over Serial or SD card.

Level 3Autonomous Multi-Sensor Expansion

Add secondary safety sensors to expand obstacle detection coverage.