一个增强的食物消化算法用于移动传感器定位
Shu-Chuan Chu1,2, Zhi-Yuan Shao1, Ning Zhong3,4,5
1College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao 266590, China.
Sensors (Basel, Switzerland)
|September 9, 2023
概括
这项研究通过改进食品消化算法 (FDA) 来提高移动传感器定位精度,以减少蒙特卡洛定位 (MCL) 中的错误. 通过新的沟通策略,增强的FDA实现了更好的本地化结果.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 传感器网络 传感器网络
- 人工智能的人工智能
背景情况:
- 移动传感器提供超越静态传感器的扩展监控功能.
- 蒙特卡洛本地化 (MCL) 在现实应用中面临着重大本地化错误.
- 高效的传感器定位对于各种物联网和移动应用程序至关重要.
研究的目的:
- 为了减少移动传感器网络中的本地化错误.
- 通过使用增强的算法来提高移动传感器定位的准确性.
- 通过集团间沟通策略加速算法融合.
主要方法:
- 改善食品消化算法 (FDA) 用于移动传感器定位.
- 提出了三个集团间沟通战略,以提高趋同的速度.
- 改进的FDA应用以解决移动传感器本地化挑战.
主要成果:
- 显著减少移动传感器定位错误.
- 在移动传感器定位方面提高了准确性.
- 改进的本地化算法的更快的融合.
结论:
- 改进的食物消化算法有效地减少了移动传感器网络中的定位错误.
- 建议的沟通策略可以提高算法性能.
- 该研究表明,实现精确移动传感器定位的可行方法.
相关概念视频
Protein Digestion
104.0K
Protein digestion begins in the stomach, where the highly acidic environment can easily disrupt protein structure by exposing the peptide bonds of polypeptide chains. After polypeptide chains are broken into individual amino acids by a series of digestive enzymes, the amino acids are transported to the liver via the bloodstream to produce energy.
104.0K
Neural Regulation
39.5K
Digestion begins with a cephalic phase that prepares the digestive system to receive food. When our brain processes visual or olfactory information about food, it triggers impulses in the cranial nerves innervating the salivary glands and stomach to prepare for food.
39.5K
Carbohydrate Digestion
115.0K
Carbohydrate digestion and metabolism break down simple and complex carbohydrates from food into saccharides (i.e., sugars) for the body to use as energy. Carbohydrate digestion starts in the mouth during mastication, or chewing. The masticated carbohydrates remain intact in the stomach. Digestion resumes in the duodenum of the small intestine, where pancreatic alpha-amylase and brush border enzymes of the microvilli convert complex carbohydrates to monosaccharides. Finally, the monosaccharides...
115.0K
What is Monogastric Digestion?
71.4K
The human body contains a monogastric digestive system. In a monogastric digestive system, the stomach only contains one chamber in which it digests food. Several other animal species also have monogastric digestive systems, including pigs, horses, dogs, and birds. This chapter, however, focuses on the human digestive system.
71.4K
Key Elements for Plant Nutrition
18.8K
Like all living organisms, plants require organic and inorganic nutrients to survive, reproduce, grow and maintain homeostasis. To identify nutrients that are essential for plant functioning, researchers have leveraged a technique called hydroponics. In hydroponic culture systems, plants are grown—without soil—in water-based solutions containing nutrients. At least 17 nutrients have been identified as essential elements required by plants. Plants acquire these elements from the...
18.8K


