Joint Power Amplifiers and I/Q Modulator Impairments Modelling and Compensation for LTE Transmitters Using Artificial Neural Networks

This work introduces joint power amplifier (PA) and I/Q modulator modelling and compensation for LongTerm Evolution (LTE) transmitters using artificial neural networks (ANNs). The proposed solution util-izes a powerful nonlinear autoregressive with exogenous inputs (NARX) ANN architecture, which yieldsnoticeable results for high peak to average power ratio (PAPR) LTE signals. Given the ANNs learning capa-bilities, this one-step solution, which includes the mitigation of both PA nonlinearity and I/Q modulatorimpairments, is both accurate and adaptable

Scenes of provincial life: an online video sequence and commentary

I present here a sequence of short videos, Scenes of Provincial Life, forming a unified, ongoing online work. In my written commentary I discuss the work‘s context, genesis and facture and presentation and thereby demonstrate its claim to originality as art work. I go on to suggest one possible interpretive framework for it. I then discuss the nature of art works as candidates for the generation of new knowledge and conclude that art works in general fulfil this function, in a very carefully defined way, as a necessary condition of being art works. I further connect the success of any work as art work with the richness of its knowledge generating capacity, inseparably allied to its aesthetic force. I conclude that if Scenes of Provincial Life is seen to have value as artwork it will therefore by definition be a creator of new knowledge.