Custom message definition in ROS - Performance & Optimization

Performance: Custom message definition

MEDIUM IMPACT

This affects the communication efficiency and serialization speed in ROS nodes exchanging data.

Defining a custom message for inter-node communication

ROS

string name
float64[] essential_values

Removing unused fields and large arrays reduces message size and speeds up serialization.

📈 Performance Gainreduces serialization time by 30-50%, lowers network latency

Defining a custom message for inter-node communication

ROS

string name
string[] large_data_array
string unnecessary_field
float64[] redundant_values

Including large arrays and unnecessary fields increases message size and serialization time.

📉 Performance Costincreases serialization time by 30-50%, adds network latency

Performance Comparison

Pattern	Message Size	Serialization Time	Network Load	Verdict
Complex message with large arrays	Large	High	High	[X] Bad
Minimal message with essential fields	Small	Low	Low	[OK] Good

Rendering Pipeline

Custom message definitions affect the serialization and deserialization stages in ROS communication, impacting how quickly data is prepared and parsed between nodes.

→Serialization

→Deserialization

→Network Transmission

⚠️ BottleneckSerialization and deserialization of large or complex messages

Optimization Tips

1Avoid large arrays or unnecessary fields in custom messages.

2Keep message definitions minimal and focused on essential data.

3Use rosbag to monitor message sizes and communication performance.

Performance Quiz - 3 Questions

What is a main performance impact of using large arrays in custom ROS messages?

A Reduced CPU usage

B Faster message parsing

C Increased serialization and network transmission time

D Improved message compression

DevTools: rosbag and rqt_graph

How to check: Record message traffic with rosbag, then analyze message sizes and frequencies; use rqt_graph to visualize node communication.

What to look for: Look for large message sizes and high frequency causing delays or dropped messages indicating performance issues.

Practice

1. What is the main purpose of defining a custom message in ROS?

easy

A. To send specific data types tailored to your robot's needs

B. To create new robot hardware components

C. To write Python scripts for robot control

D. To install ROS packages automatically

Solution

1. Step 1: Understand the role of custom messages

   Custom messages allow you to define exactly what data your robot nodes exchange.

2. Step 2: Compare with other options

   Options B, C, and D relate to hardware, scripting, or package management, not message definition.

3. Final Answer:

   To send specific data types tailored to your robot's needs -> Option A

4. Quick Check:

   Custom messages = tailored data [OK]

Hint: Custom messages define data, not hardware or scripts [OK]

Common Mistakes:

• Confusing message definition with hardware setup
• Thinking custom messages are scripts
• Assuming messages install packages

2. Which of the following is the correct syntax to define a field named speed of type float32 in a ROS .msg file?

easy

A. speed float32

B. float32 speed

C. float speed32

D. float speed

Solution

1. Step 1: Recall ROS message field syntax

   In ROS .msg files, the type comes first, then the field name, e.g., float32 speed.

2. Step 2: Check each option

   float32 speed matches the correct syntax. Options B, C, and D have incorrect order or wrong types.

3. Final Answer:

   float32 speed -> Option B

4. Quick Check:

   Type before name in .msg files [OK]

Hint: Type first, then field name in .msg files [OK]

Common Mistakes:

• Swapping field name and type order
• Using incorrect type names
• Omitting the type or name

3. Given this custom message definition in RobotStatus.msg:

bool is_active
float32 battery_level
string status_message

What will be the default value of is_active when a new message is created in a ROS node?

medium

A. false

B. 1

C. null

D. true

Solution

1. Step 1: Understand default values in ROS messages

   Boolean fields default to false when a message is created without explicit initialization.

2. Step 2: Evaluate options

   false is false, which matches the default. Options A and B represent true values, and C is invalid for bool.

3. Final Answer:

   false -> Option A

4. Quick Check:

   Boolean default = false [OK]

Hint: Boolean fields default to false unless set [OK]

Common Mistakes:

• Assuming booleans default to true
• Confusing null with default values
• Using numeric 1 instead of boolean true

4. You wrote this in your SensorData.msg file:

int32 temperature
float64 humidity
string location

But when building your ROS package, you get an error. What is the likely cause?

medium

A. Using float64 instead of float32 is invalid in ROS messages

B. Field names cannot be lowercase

C. Missing blank line at the end of the file

D. No error; the message definition is correct

Solution

1. Step 1: Check ROS message type validity

   ROS supports float64 as a valid type, so Using float64 instead of float32 is invalid in ROS messages is incorrect.

2. Step 2: Verify field naming and formatting

   Lowercase field names are allowed, and no blank line is required at the end.

3. Final Answer:

   No error; the message definition is correct -> Option D

4. Quick Check:

   Valid types and names mean no error [OK]

Hint: ROS supports float64 and lowercase names [OK]

Common Mistakes:

• Thinking float64 is invalid
• Assuming field names must be uppercase
• Expecting blank line at file end

5. You want to define a custom message RobotCommand.msg that includes a nested message Header from the standard ROS messages and a custom field command of type string. Which is the correct way to define this?

hard

A. Header header
string command

B. header Header
command string

C. std_msgs/Header header
string command

D. Header: std_msgs/Header
string command

Solution

1. Step 1: Understand nested message syntax in ROS

   To use a message from another package, you must prefix the type with the package name, e.g., std_msgs/Header.

2. Step 2: Check each option

   std_msgs/Header header string command correctly uses std_msgs/Header header. Header header string command misses the package prefix, C reverses type and name, D uses invalid syntax.

3. Final Answer:

   std_msgs/Header header string command -> Option C

4. Quick Check:

   Use package/type for nested messages [OK]

Hint: Prefix nested types with package name [OK]

Common Mistakes:

• Omitting package name for nested messages
• Swapping field name and type
• Using colon syntax incorrectly