This paper analyzes the performance of the orthogonal matching pursuit （OMP） algorithm in recovering sparse signals from noisy measurement. Considering the fact that some matrices satisfy some restricted isometry pr...This paper analyzes the performance of the orthogonal matching pursuit （OMP） algorithm in recovering sparse signals from noisy measurement. Considering the fact that some matrices satisfy some restricted isometry properties （RIPs） but not the coherence condition, a superior RIP-based condition is proposed, which means that if the measurement matrix satisfies δk＋1 〈 1/（2 ＋ √k） and the minimum component signal-to-noise ratio （MCSNR） is bounded, the OMP algorithm can exactly identify the support of the original sparse signal within k iterations. Finally, the theoretical results are verified by numerical simulations con- cerning different values of MCSNR and noise levels.展开更多
1. The Characteristics of land resources in Inner Mongolia1.1 The vast expance of land Accounting for 12.5 per cent of the Total area of China, the land area in InnerMongolia is 1.183 million square kilometer. The lan...1. The Characteristics of land resources in Inner Mongolia1.1 The vast expance of land Accounting for 12.5 per cent of the Total area of China, the land area in InnerMongolia is 1.183 million square kilometer. The land of per person in Inner Mongolia,which was 5.5 hectares, was 6.5 times of per person in China in 1990.展开更多
Taking the 12th Nanning Garden Expo as an example,this study analyzed its construction concept of "adjusting measures to local conditions and giving priority to protection".It is believed that the planning h...Taking the 12th Nanning Garden Expo as an example,this study analyzed its construction concept of "adjusting measures to local conditions and giving priority to protection".It is believed that the planning has preserved hills,rivers,ponds and other landforms as well as cultural relics to the greatest extent and protected the original landscape vegetation in the construction process.At the same time,through the ingenious layout of garden modeling,the plan integrated the concept of sponge city into the garden construction.展开更多
基金supported by the National Natural Science Foundation of China(6117401661171197)
文摘This paper analyzes the performance of the orthogonal matching pursuit （OMP） algorithm in recovering sparse signals from noisy measurement. Considering the fact that some matrices satisfy some restricted isometry properties （RIPs） but not the coherence condition, a superior RIP-based condition is proposed, which means that if the measurement matrix satisfies δk＋1 〈 1/（2 ＋ √k） and the minimum component signal-to-noise ratio （MCSNR） is bounded, the OMP algorithm can exactly identify the support of the original sparse signal within k iterations. Finally, the theoretical results are verified by numerical simulations con- cerning different values of MCSNR and noise levels.
文摘1. The Characteristics of land resources in Inner Mongolia1.1 The vast expance of land Accounting for 12.5 per cent of the Total area of China, the land area in InnerMongolia is 1.183 million square kilometer. The land of per person in Inner Mongolia,which was 5.5 hectares, was 6.5 times of per person in China in 1990.
文摘Taking the 12th Nanning Garden Expo as an example,this study analyzed its construction concept of "adjusting measures to local conditions and giving priority to protection".It is believed that the planning has preserved hills,rivers,ponds and other landforms as well as cultural relics to the greatest extent and protected the original landscape vegetation in the construction process.At the same time,through the ingenious layout of garden modeling,the plan integrated the concept of sponge city into the garden construction.
