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We observe that per stream optimization exhibits only a small rate degradation compared to determinant optimization and therefore might be practically more relevant due to lower computational complexity.
In Fig. 5, we also compare the performance of leakage-bounded precoding utilizing the determinant optimization approach and the per stream optimization approach described in Section 4.2.
Specifically, our leakage-bounded angular beamforming approach might be well suited for the design of the RF domain precoder, by applying the per stream optimization mentioned in Section 4.2 for each user more than L u times in order to obtain a precoder of dimension equal to the number of available RF chains.
Hence, we consider in our simulations in Section 6.3 also as an alternative to determinant optimization a simple per stream optimization: we apply (P3) or (P4) L u times to obtain beamformers that maximize the received power over the L u strongest specular components and we concatenate these beamformers to obtain the L u dimensional precoding matrix.
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This study concentrates on the irrigation well optimization only without coupling stream flow optimization.
When you go to stream a video, T-Mobile's "video streaming optimization" technology should automatically optimize the video for your mobile screen.
Therefore, the per-stream optimization approach proposed in Section 4.2 appears practically more relevant, since its complexity only grows linearly with the number of data streams per user.
Considering the two multi-stream optimization problems (P5) and (P6), they both admit solution by means of an interior point method or a Newton conjugate-gradient approach as proposed in [66].
More than anything, this exposes the fact that T-Mobile's implementation of Binge On doesn't actually do any optimization after all, if it were all about streaming optimization, Binge On wouldn't touch downloads.
Multimedia improvements included MIDI file support as ringtones in Phone Edition and Windows Media Player 9.0 with streaming optimization.
As such, the company's RESTful APIs offer cloud-based solutions to quickly integrate MMS, SMS, video streaming, content optimization and rich media to online, mobile and social apps.
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