With the vigorous development of college informatization construction, many colleges and universities have established and applied digital campus platforms. The main research of this paper is the construction and application of the school-based platform of university network education based on smart campus data platform architecture. This article conducts interviews and classroom observations with teachers of different teaching ages. The construction of school-based curriculum system is reflected in the text as the school’s curriculum plan. The average test score of the experimental class is 7.94 points higher than the average score of the control class, which shows that the test score of the experimental class is higher than that of the control class. The experimental data show that the school-based platform of college network education based on the smart campus data platform architecture can effectively improve the learning effect of students, and popularizing it in the construction of the existing school-based network education platform can promote the in-depth development of smart education.

Real-time reliability allocation of communication channels is carried out in the environment of limited bandwidth and strong interference, so as to improve the anti-interference ability and communication quality of data transmission in WSNs of smart campus communication in colleges and universities. A real-time adaptive allocation algorithm of data transmission bandwidth in WSNs of smart campus communication in colleges and universities based on Porter’s interval equalization and channel error compensation is proposed. We construct the data transmission channel model of WSNs of smart campus communication in colleges and universities, carry out the optimal distribution interval balance control of the data time series of smart campus communication network according to the attenuation of the data transmission bandwidth of the communication network, adopt the band-limited multipath channel balance control method to suppress the interference in the data transmission channel of smart campus communication WSNs in colleges and universities, and realize the frequency spectrum suppression of data transmission of smart campus communication WSNs in colleges and universities. Time-varying channel and delay spread equalization method are adopted for channel equalization scheduling, and combined with channel error compensation, real-time adaptive allocation of data transmission bandwidth in WSNs of smart campus communication in colleges and universities is realized. The simulation results show that the reliability of data transmission bandwidth allocation in WSNs for smart campus communication in colleges and universities is good, the real-time channel allocation ability and channel balance are improved, the error rate of data transmission in smart campus communication network in colleges and universities is low, and the data transmission quality of smart campus communication network in colleges and universities is improved.