Flight Control with PX4: Understanding the Mathematical Logic Behind Autonomous Stability
暫譯: PX4 飛行控制:理解自動穩定背後的數學邏輯

Westwood, Nathan

  • 出版商: Independently Published
  • 出版日期: 2026-01-31
  • 售價: $880
  • 貴賓價: 9.5$836
  • 語言: 英文
  • 頁數: 216
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9798246340837
  • ISBN-13: 9798246340837
  • 相關分類: 無人機
  • 海外代購書籍(需單獨結帳)

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商品描述

Unlock the physics of flight. Master the algorithms that keep drones in the sky.

Have you ever wondered what is actually happening inside the flight controller at 400Hz?

Flight Control with PX4 is a deep-dive technical manual for engineers and mathematicians who want to understand the "why" behind autonomous stability. While many guides focus on clicking buttons in a configurator, this book explores the underlying mathematical frameworks-from Quaternions to Extended Kalman Filters-that allow a drone to maintain its orientation in a chaotic world.

Whether you are a researcher developing new control laws or a lead engineer optimizing a commercial platform, this book provides the rigorous foundation needed to tune, modify, and improve the PX4 flight stack.

Inside this mathematical guide, you will explore:

  • The PID Loop Deconstructed: Go beyond basic tuning. Learn the calculus of Proportional, Integral, and Derivative control and how it applies to multi-rotor dynamics.

  • State Estimation & EKF2: Understand how PX4 fuses data from IMUs, magnetometers, and GPS using the Extended Kalman Filter to estimate position and attitude.

  • Attitude Representation: A clear explanation of Euler angles versus Quaternions, and why the math of 3D rotation is critical for avoiding gimbal lock.

  • Mixer Logic: The mathematics of how high-level commands (thrust, roll, pitch, yaw) are translated into individual motor speeds for any airframe geometry.

  • Dynamic Modeling: An introduction to the physics of flight, including torque, lift-to-weight ratios, and the effect of wind disturbances on control stability.

  • Control Theory Implementation: How theoretical control laws are translated into efficient C++ code within the PX4 firmware architecture.

Who is this book for? This text is written for aerospace students, control systems engineers, and advanced developers. If you are ready to stop guessing at PID values and start engineering stability based on first principles, this is your manual.

Master the math of the sky. Scroll up and secure your copy to decode the logic of autonomous flight today!

商品描述(中文翻譯)

解鎖飛行的物理學。掌握讓無人機在空中飛行的演算法。

你是否曾經想過在 400Hz 的飛行控制器內部實際發生了什麼?

《Flight Control with PX4》是一本深入的技術手冊,專為希望理解自主穩定性背後「為什麼」的工程師和數學家而設。雖然許多指南專注於在配置器中點擊按鈕,但本書探討了從四元數到擴展卡爾曼濾波器的基本數學框架,這些框架使無人機能夠在混亂的世界中保持其方向。

無論你是開發新控制法則的研究人員,還是優化商業平台的首席工程師,本書提供了調整、修改和改進 PX4 飛行堆疊所需的嚴謹基礎。

在這本數學指南中,你將探索:

- **PID 迴路解構:** 超越基本調整。學習比例、積分和微分控制的微積分,以及它如何應用於多旋翼動力學。
- **狀態估計與 EKF2:** 理解 PX4 如何使用擴展卡爾曼濾波器融合來自 IMU、磁力計和 GPS 的數據,以估計位置和姿態。
- **姿態表示:** 清楚解釋歐拉角與四元數的區別,以及為什麼 3D 旋轉的數學對避免雲台鎖定至關重要。
- **混合邏輯:** 高級命令(推力、滾轉、俯仰、偏航)如何轉換為任何機體幾何形狀的單個電機速度的數學。
- **動態建模:** 飛行物理學的介紹,包括扭矩、升力與重量比,以及風擾動對控制穩定性的影響。
- **控制理論實現:** 理論控制法則如何轉換為 PX4 固件架構中的高效 C++ 代碼。

**這本書適合誰?** 本書是為航空航天學生、控制系統工程師和高級開發人員而寫。如果你準備好停止猜測 PID 值,並開始基於第一原則工程穩定性,這就是你的手冊。

掌握天空的數學。向上滾動並獲取你的副本,今天就解碼自主飛行的邏輯!