Home Backend Development C++ How to Directly Calculate the Clockwise Angle Between Two Vectors?

How to Directly Calculate the Clockwise Angle Between Two Vectors?

Nov 23, 2024 pm 05:24 PM

How to Directly Calculate the Clockwise Angle Between Two Vectors?

Direct Computation of Clockwise Angle Between Vectors

Traditionally, calculating the angle between vectors involves using the dot product, which yields the inner angle between 0° and 180°. However, this approach necessitates the use of conditional statements to determine the actual clockwise angle.

Two-Dimensional Case

In 2D, a straightforward approach exists:

dot = x1*x2 + y1*y2      # Dot product between [x1, y1] and [x2, y2]
det = x1*y2 - y1*x2      # Determinant
angle = atan2(det, dot)  # atan2(y, x) or atan2(sin, cos)
Copy after login

The determinant is proportional to the sine of the angle, complementing the dot product's relationship with cosine. The orientation of the angle aligns with that of the coordinate system, with positive angles indicating clockwise rotation in a left-handed system (e.g., computer graphics). Swapping the inputs changes the sign of the angle.

Three-Dimensional Case

In 3D, the angle of rotation is defined by the axis perpendicular to both vectors involved. One convention assigns positive angles to rotations that align the axis with a positive angle. Using this convention:

dot = x1*x2 + y1*y2 + z1*z2    # Between [x1, y1, z1] and [x2, y2, z2]
lenSq1 = x1*x1 + y1*y1 + z1*z1
lenSq2 = x2*x2 + y2*y2 + z2*z2
angle = acos(dot/sqrt(lenSq1 * lenSq2))
Copy after login

Plane Embedded in 3D

Another special case occurs when the vectors lie within a plane with a known normal vector _n_. Adapting the 2D computation, we account for _n_:

dot = x1*x2 + y1*y2 + z1*z2
det = x1*y2*zn + x2*yn*z1 + xn*y1*z2 - z1*y2*xn - z2*yn*x1 - zn*y1*x2
angle = atan2(det, dot)
Copy after login

Note that n must have unit length.

Triple Product Form

The determinant can also be expressed as a triple product:

det = n · (v1 × v2)
Copy after login

This formula provides an alternative perspective, with the cross product being proportional to the sine of the angle and lying perpendicular to the plane, effectively aligning with _n_. The dot product then measures the length of the resulting vector with the correct sign.

Range 0° – 360°

Most atan2 implementations return angles in the range [-π, π] radians or [-180°, 180°] degrees. For positive angles [0°, 360°], add 2π to any negative results. Alternatively, atan2(-det, -dot) π can be used unconditionally for positive angles.

The above is the detailed content of How to Directly Calculate the Clockwise Angle Between Two Vectors?. For more information, please follow other related articles on the PHP Chinese website!

Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Article

Roblox: Bubble Gum Simulator Infinity - How To Get And Use Royal Keys
4 weeks ago By 尊渡假赌尊渡假赌尊渡假赌
Nordhold: Fusion System, Explained
4 weeks ago By 尊渡假赌尊渡假赌尊渡假赌
Mandragora: Whispers Of The Witch Tree - How To Unlock The Grappling Hook
3 weeks ago By 尊渡假赌尊渡假赌尊渡假赌

Hot Tools

Notepad++7.3.1

Notepad++7.3.1

Easy-to-use and free code editor

SublimeText3 Chinese version

SublimeText3 Chinese version

Chinese version, very easy to use

Zend Studio 13.0.1

Zend Studio 13.0.1

Powerful PHP integrated development environment

Dreamweaver CS6

Dreamweaver CS6

Visual web development tools

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)

Hot Topics

Java Tutorial
1673
14
PHP Tutorial
1277
29
C# Tutorial
1257
24
C# vs. C  : History, Evolution, and Future Prospects C# vs. C : History, Evolution, and Future Prospects Apr 19, 2025 am 12:07 AM

The history and evolution of C# and C are unique, and the future prospects are also different. 1.C was invented by BjarneStroustrup in 1983 to introduce object-oriented programming into the C language. Its evolution process includes multiple standardizations, such as C 11 introducing auto keywords and lambda expressions, C 20 introducing concepts and coroutines, and will focus on performance and system-level programming in the future. 2.C# was released by Microsoft in 2000. Combining the advantages of C and Java, its evolution focuses on simplicity and productivity. For example, C#2.0 introduced generics and C#5.0 introduced asynchronous programming, which will focus on developers' productivity and cloud computing in the future.

C# vs. C  : Learning Curves and Developer Experience C# vs. C : Learning Curves and Developer Experience Apr 18, 2025 am 12:13 AM

There are significant differences in the learning curves of C# and C and developer experience. 1) The learning curve of C# is relatively flat and is suitable for rapid development and enterprise-level applications. 2) The learning curve of C is steep and is suitable for high-performance and low-level control scenarios.

What is static analysis in C? What is static analysis in C? Apr 28, 2025 pm 09:09 PM

The application of static analysis in C mainly includes discovering memory management problems, checking code logic errors, and improving code security. 1) Static analysis can identify problems such as memory leaks, double releases, and uninitialized pointers. 2) It can detect unused variables, dead code and logical contradictions. 3) Static analysis tools such as Coverity can detect buffer overflow, integer overflow and unsafe API calls to improve code security.

C   and XML: Exploring the Relationship and Support C and XML: Exploring the Relationship and Support Apr 21, 2025 am 12:02 AM

C interacts with XML through third-party libraries (such as TinyXML, Pugixml, Xerces-C). 1) Use the library to parse XML files and convert them into C-processable data structures. 2) When generating XML, convert the C data structure to XML format. 3) In practical applications, XML is often used for configuration files and data exchange to improve development efficiency.

How to use the chrono library in C? How to use the chrono library in C? Apr 28, 2025 pm 10:18 PM

Using the chrono library in C can allow you to control time and time intervals more accurately. Let's explore the charm of this library. C's chrono library is part of the standard library, which provides a modern way to deal with time and time intervals. For programmers who have suffered from time.h and ctime, chrono is undoubtedly a boon. It not only improves the readability and maintainability of the code, but also provides higher accuracy and flexibility. Let's start with the basics. The chrono library mainly includes the following key components: std::chrono::system_clock: represents the system clock, used to obtain the current time. std::chron

The Future of C  : Adaptations and Innovations The Future of C : Adaptations and Innovations Apr 27, 2025 am 12:25 AM

The future of C will focus on parallel computing, security, modularization and AI/machine learning: 1) Parallel computing will be enhanced through features such as coroutines; 2) Security will be improved through stricter type checking and memory management mechanisms; 3) Modulation will simplify code organization and compilation; 4) AI and machine learning will prompt C to adapt to new needs, such as numerical computing and GPU programming support.

C  : Is It Dying or Simply Evolving? C : Is It Dying or Simply Evolving? Apr 24, 2025 am 12:13 AM

C isnotdying;it'sevolving.1)C remainsrelevantduetoitsversatilityandefficiencyinperformance-criticalapplications.2)Thelanguageiscontinuouslyupdated,withC 20introducingfeatureslikemodulesandcoroutinestoimproveusabilityandperformance.3)Despitechallen

C# vs. C  : Memory Management and Garbage Collection C# vs. C : Memory Management and Garbage Collection Apr 15, 2025 am 12:16 AM

C# uses automatic garbage collection mechanism, while C uses manual memory management. 1. C#'s garbage collector automatically manages memory to reduce the risk of memory leakage, but may lead to performance degradation. 2.C provides flexible memory control, suitable for applications that require fine management, but should be handled with caution to avoid memory leakage.

See all articles